ISBI 2019, IEEE International Symposium on Biomedical Imaging : April 8-11, 2019, Hilton Molino Stucky - Venice, Italy (Englisch)
- Neue Suche nach: IEEE International Symposium on Biomedical Imaging
- Weitere Informationen zu IEEE International Symposium on Biomedical Imaging:
- http://d-nb.info/gnd/1191128261
- Neue Suche nach: Institute of Electrical and Electronics Engineers
- Weitere Informationen zu Institute of Electrical and Electronics Engineers:
- http://d-nb.info/gnd/1692-5
- Neue Suche nach: IEEE Signal Processing Society
- Weitere Informationen zu IEEE Signal Processing Society:
- http://d-nb.info/gnd/5022740-3
- Neue Suche nach: IEEE Engineering in Medicine and Biology Society
- Weitere Informationen zu IEEE Engineering in Medicine and Biology Society:
- http://d-nb.info/gnd/1052575-0
- Neue Suche nach: IEEE International Symposium on Biomedical Imaging
- Weitere Informationen zu IEEE International Symposium on Biomedical Imaging:
- http://d-nb.info/gnd/1191128261
- Neue Suche nach: Institute of Electrical and Electronics Engineers
- Weitere Informationen zu Institute of Electrical and Electronics Engineers:
- http://d-nb.info/gnd/1692-5
- Neue Suche nach: IEEE Signal Processing Society
- Weitere Informationen zu IEEE Signal Processing Society:
- http://d-nb.info/gnd/5022740-3
- Neue Suche nach: IEEE Engineering in Medicine and Biology Society
- Weitere Informationen zu IEEE Engineering in Medicine and Biology Society:
- http://d-nb.info/gnd/1052575-0
2019
-
ISBN:
- Konferenzband / Elektronische Ressource
-
Titel:ISBI 2019, IEEE International Symposium on Biomedical Imaging : April 8-11, 2019, Hilton Molino Stucky - Venice, Italy
-
Weitere Titelangaben:2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) proceedings
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) -
Beteiligte:IEEE International Symposium on Biomedical Imaging ( Autor:in ) / Institute of Electrical and Electronics Engineers ( Herausgebendes Organ , Sponsor:in ) / IEEE Signal Processing Society ( Sponsor:in ) / IEEE Engineering in Medicine and Biology Society ( Sponsor:in )
-
Kongress:IEEE International Symposium on Biomedical Imaging ; 16 ; 2019 ; Venice
International Symposium on Biomedical Imaging ; 16 ; 2019 ; Venice
IEEE ISBI ; 16 ; 2019 ; Venice
ISBI ; 16 ; 2019 ; Venice -
Verlag:
- Neue Suche nach: IEEE
-
Erscheinungsort:[Piscataway, NJ]
-
Erscheinungsdatum:2019
-
Format / Umfang:1 Online-Ressource
-
Anmerkungen:Illustrationen
Literaturangaben -
ISBN:
-
Medientyp:Konferenzband
-
Format:Elektronische Ressource
-
Sprache:Englisch
- Neue Suche nach: 44.09
- Weitere Informationen zu Basisklassifikation
-
Schlagwörter:
-
Klassifikation:
BKL: 44.09 Medizintechnik -
Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
-
3D Convolutional Neural Network Segmentation of White Matter Tract Masks from MR Diffusion Anisotropy MapsPomiecko, Kristofer / Sestili, Carson / Fissell, Kate / Pathak, Sudhir / Okonkwo, David / Schneider, Walter et al. | 2019
- 1
-
ISBI 2019 Technical Program Schedule| 2019
- 6
-
Deep Network Anatomy Segmentation with Limited Annotations using Auxiliary LabelsHarouni, Ahmed / Wang, Hongzhi / Syeda-Mahmood, Tanveer / Beymer, David et al. | 2019
- 11
-
Prostate Segmentation Using Z-NetZhang, Yue / Wu, Jiong / Chen, Wanli / Chen, Yifan / Tang, Xiaoying et al. | 2019
- 15
-
Accurate Segmentation of Dental Panoramic Radiographs with U-NETSKoch, Thorbjorn Louring / Perslev, Mathis / Igel, Christian / Brandt, Sami Sebastian et al. | 2019
- 20
-
Vessel Extraction Using Crossing-Adaptive Minimal Path Model With Anisotropic Enhancement And Curvature ConstraintLiu, Li / Chen, Da / Cohen, Laurent D. / Shu, Huazhong / Paques, Michel et al. | 2019
- 24
-
Liver Steatosis Segmentation With Deep Learning MethodsGuo, Xiaoyuan / Wang, Fusheng / Teodoro, George / Farris, Alton B. / Kong, Jun et al. | 2019
- 28
-
Bladder Cancer Multi-Class Segmentation in MRI With Pyramid-In-Pyramid NetworkLiu, Jingxin / Liu, Libo / Xu, Bolei / Hou, Xianxu / Liu, Bozhi / Chen, Xin / Shen, Linlin / Qiu, Guoping et al. | 2019
- 32
-
Optimized Multi-Atlas Prostate Segmentation From 3D CT ImagesZhou, Yitian / Launay, Laurent / Bert, Julien / de Crevoisier, Renaud / Acosta, Oscar et al. | 2019
- 36
-
ISBI 2019 Author Index| 2019
- 36
-
Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferabilityConze, P.-H. / Pons, C. / Burdin, V. / Sheehan, F. T / Brochard, S. et al. | 2019
- 40
-
Accurate Automated Volumetry of Cartilage of the Knee Using Convolutional Neural Networks: Data From the Osteoarthritis InitiativeTack, Alexander / Zachow, Stefan et al. | 2019
- 44
-
US-Net for Robust and Efficient Nuclei Instance SegmentationXu, Zhaoyang / Sobhani, Faranak / Moro, Carlos Fernandez / Zhang, Qianni et al. | 2019
- 48
-
Automatic Detection of Cervical Spine Ligaments Origin and Insertion PointsAL-Dhamari, Ibraheem / Bauer, Sabine / Keller, Eva / Paulus, Dietrich et al. | 2019
- 52
-
Coarse-to-fine volumetric segmentation of teeth in cone-beam ctEzhov, Matvey / Zakirov, Adel / Gusarev, Maxim et al. | 2019
- 57
-
CC-NET: Image Complexity Guided Network Compression for Biomedical Image SegmentationMishra, Suraj / Liang, Peixian / Czajka, Adam / Chen, Danny Z. / Hu, X. Sharon et al. | 2019
- 61
-
Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRIKang, Jian / Samarasinghe, Gihan / Senanayake, Upul / Conjeti, Sailesh / Sowmya, Arcot et al. | 2019
- 66
-
XAI-CBIR: Explainable AI System for Content based Retrieval of Video Frames from Minimally Invasive Surgery VideosChittajallu, Deepak Roy / Dong, Bo / Tunison, Paul / Collins, Roddy / Wells, Katerina / Fleshman, James / Sankaranarayanan, Ganesh / Schwaitzberg, Steven / Cavuoto, Lora / Enquobahrie, Andinet et al. | 2019
- 70
-
One-Stage Five-Class Polyp Detection and ClassificationTian, Yu / Pu, Leonardo Z.C.T. / Singh, Rajvinder / Burt, Alastair D. / Carneiro, Gustavo et al. | 2019
- 74
-
Multi-Modal Classification of Polyp Malignancy using CNN Features with Balanced Class AugmentationFonolla, Roger / Sommen, Fons van der / Schreuder, Ramon M. / Schoon, Erik J. / de With, Peter H.N. et al. | 2019
- 79
-
Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNNZheng, He / Chen, Hanbo / Huang, Junzhou / Li, Xuzhi / Han, Xiao / Yao, Jianhua et al. | 2019
- 83
-
Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic CapsulesPinheiro, Gil / Coelho, Paulo / Mourao, Mariana / Salgado, Marta / Oliveira, Helder P. / Cunha, Antonio et al. | 2019
- 87
-
Real-Time Informative Laryngoscopic Frame Classification with Pre-Trained Convolutional Neural NetworksGaldran, Adrian / Costa, P. / Campilho, A. et al. | 2019
- 91
-
Efficient Video Indexing for Monitoring Disease Activity and Progression in the Upper Gastrointestinal TractAli, Sharib / Rittscher, Jens et al. | 2019
- 96
-
High Accuracy Patch-Level Classification of Wireless Capsule Endoscopy Images Using a Convolutional Neural NetworkSadasivan, Vinu Sankar / Seelamantula, Chandra Sekhar et al. | 2019
- 100
-
Feature Space Extrapolation for Ulcer Classification in Wireless Capsule Endoscopy ImagesLee, Changhoo / Min, Junki / Cha, Jaemyung / Lee, Seungkyu et al. | 2019
- 104
-
A Saliency-Aware Hybrid Dense Network for Bleeding Detection in Wireless Capsule Endoscopy ImagesXing, Xiaohan / Yuan, Yixuan / Jia, Xiao / Max Q.-H., Meng et al. | 2019
- 108
-
Estimating Brain Connectivity Using Copula Gaussian Graphical ModelsGao, Xu / Shen, Weining / Ting, Chee-Ming / Cramer, Steven C. / Srinivasan, Ramesh / Ombao, Hernando et al. | 2019
- 113
-
Statistical Inference on the Number of Cycles in Brain NetworksChung, Moo K. / Huang, Shih-Gu / Gritsenko, Andrey / Shen, Li / Lee, Hyekyoung et al. | 2019
- 117
-
Characterizing White Matter Connectivity in Alzheimer’s Disease and Mild Cognitive Impairment: Automated Fiber QuantificationDou, Xuejiao / Yao, Hongxiang / Jin, Dan / Feng, Feng / Wang, Pan / Zhou, Bo / Liu, Bing / Yang, Zhengyi / An, Ningyu / Zhang, Xi et al. | 2019
- 122
-
Spreading Model for Patients with Parkinson’s Disease Based on Connectivity DifferencesCrimi, A. / Kara, E. et al. | 2019
- 126
-
Associations Between Maternal Depression and Infant Fronto-Limbic ConnectivityDennis, Emily L. / Singh, Ananya / Corbin, Conor K. / Jahanshad, Neda / Ho, Tiffany C. / King, Lucy S. / Borchers, Lauren R. / Humphreys, Kathryn L. / Thompson, Paul M. / Gotlib, Ian H. et al. | 2019
- 131
-
Single-Shell Return-to-the-Origin Probability Diffusion Mri Measure Under a Non-Stationary Rician Distributed NoisePieciak, Tomasz / Bogusz, Fabian / Tristan-Vega, Antonio / Luis-Garcia, Rodrigo de / Aja-Fernandez, Santiago et al. | 2019
- 135
-
Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle SegmentationBerto, Giulia / Avesani, Paolo / Pestilli, Franco / Bullock, Daniel / Caron, Bradley / Olivetti, Emanuele et al. | 2019
- 139
-
Noise Level Matching Improves Robustness of Diffusion Mri Parameter Inference by Synthetic Q-Space LearningMasutani, Yoshitaka et al. | 2019
- 143
-
Multifractal Analysis for Cumulant-Based Epileptic Seizure Detection in Eeg Time SeriesDomingues, Omar D. / Ciuciu, Philippe / Rocca, Daria La / Abry, Patrice / Wendt, Herwig et al. | 2019
- 147
-
Expertise-Related Global Efficiency of Functional Brain Networks in Professional and new Divers Under Simulated Deep-WaterStorti, S.F. / Formaggio, E. / Pastena, L. / Melucci, M. / Ricciardi, L. / Faralli, F. / Gagliardi, R. / Menegaz, G. et al. | 2019
- 151
-
Effect of Prenatal Organic Solvent Exposure on Structural Connectivity at ChildhoodColoigner, Julie / Binter, Anne-Claire / Bannier, Elise / Ferre, Jean-Christophe / Chevrier, Cecile / Barillot, Christian / Pele, Fabienne et al. | 2019
- 155
-
Coarse-Grained Spatiotemporal Acquisition Design for Diffusion MRIFilipiak, P. / Fick, R. / Petiet, A. / Santin, M. / Philippe, A.-C. / Lehericy, S. / Deriche, R. / Wassermann, D. et al. | 2019
- 159
-
Graph Spectral Analysis of Voxel-Wise Brain Graphs from Diffusion-Weighted MriTarun, Anjali / Abramian, David / Behjat, Hamid / De Ville, Dimitri Van et al. | 2019
- 164
-
Accessing Latent Connectome of Mild Cognitive Impairment via Discriminant Structure LearningWang, Li / Zhang, Lu / Zhu, Dajiang et al. | 2019
- 169
-
Identifying Configurational Abnormalities in Alzheimer’S Disease Progression Using Multi-View Structure ConnectomeGuo, Lei / Tang, Haoteng / Wang, Qi / Dennis, Emily / Zhu, Dajiang / Huang, Heng / Ajilore, Olusola / Leow, Alex D. / Zhan, Liang et al. | 2019
- 173
-
Multi-Shell Diffusion MRI Measures of Brain Aging: A Preliminary Comparison From ADNI3Nir, Talia M. / Thomopoulos, Sophia I. / Villalon-Reina, Julio E. / Zavaliangos-Petropulu, Artemis / Dennis, Emily L. / Reid, Robert I. / Bernstein, Matt A. / Borowski, Bret / Jack, Clifford R. / Weiner, Michael W. et al. | 2019
- 178
-
Parallel Optimization of Fiber Bundle Segmentation for Massive Tractography DatasetsVazquez, Andrea / Lopez-Lopez, Narciso / Labra, Nicole / Figueroa, Miguel / Poupon, Cyril / Mangin, Jean-Francois / Hernandez, Cecilia / Guevara, Pamela et al. | 2019
- 182
-
Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?Brusini, L. / Cruciani, F. / Boscolo Galazzo, I. / Galbusera, A. / Borin, M. / Paolone, G. / Diana, G. / Buffelli, M. / Gozzi, A. / Menegaz, G. et al. | 2019
- 186
-
Learning 3D White Matter Microstructure from 2D HistologyNath, Vishwesh / Schilling, Kurt G. / Remedios, Samuel / Bayrak, Roza G. / Gao, Yurui / Blaber, Justin A. / Huo, Yuankai / Landman, Bennett A. / Anderson, A.W et al. | 2019
- 191
-
JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear ImagesSong, Youyi / Qin, Jing / Lei, Baiying / He, Shengfeng / Choi, Kup-Sze et al. | 2019
- 195
-
An Adaptative Threshold Operator Taking Shape into Account: Application to Mitochondrial Network SegmentationGiulietti, Kevin / Lavisse, Guillaume / Charazac, Aurelie / Clavel, Stephan / Bost, Frederic / Descombes, Xavier et al. | 2019
- 199
-
Semi-Automatic Cell Segmentation from Noisy Image Data for Quantification of Microtubule Organization on Single Cell LevelMoller, Birgit / Burstenbinder, Katharina et al. | 2019
- 204
-
Combining Nonparametric Spatial Context Priors With Nonparametric Shape Priors for Dendritic Spine Segmentation in 2-Photon Microscopy ImagesErdil, Ertunc / OzgurArgunsah, A. / Tasdizen, Tolga / Unay, Devrim / Cetin, Mujdat et al. | 2019
- 208
-
Mask-RCNN and U-Net Ensembled for Nuclei SegmentationVuola, Aarno Oskar / Akram, Saad Ullah / Kannala, Juho et al. | 2019
- 213
-
Deformable Registration of Whole Brain Zebrafish Microscopy Using an Implementation of the Flash Algorithm Within AntsFleishman, Greg M. / Zhang, Miaomiao / Tustison, Nicholas J. / Espinosa-Medina, Isabel / Mu, Yu / Khairy, Khaled / Ahrens, Misha et al. | 2019
- 218
-
Reconstructing Neuronal Anatomy from Whole-Brain ImagesGornet, James / Venkataraju, Kannan Umadevi / Narasimhan, Arun / Turner, Nicholas / Lee, Kisuk / Seung, H. Sebastian / Osten, Pavel / Sumbul, Uygar et al. | 2019
- 223
-
CNN-Based Preprocessing to Optimize Watershed-Based Cell Segmentation in 3D Confocal Microscopy ImagesEschweiler, Dennis / Spina, Thiago V. / Choudhury, Rohan C. / Meyerowitz, Elliot / Cunha, Alexandre / Stegmaier, Johannes et al. | 2019
- 228
-
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student NetworkWang, Heng / Zhang, Donghao / Song, Yang / Liu, Siqi / Wang, Yue / Feng, Dagan / Peng, Hanchuan / Cai, Weidong et al. | 2019
- 232
-
Nerve Fiber Segmentation in Bright-Field Microscopy Images of Skin Biopsies Using Deep LearningBergwerf, Herman / Bechakra, Malik / Smal, Ihor / Jongen, Joost L. M. / Meijering, Erik et al. | 2019
- 236
-
DIC Image Segmentation of Dense Cell Populations by Combining Deep Learning and WatershedLux, Filip / Matula, Petr et al. | 2019
- 240
-
Optimizing Contextual Feature Learning for Mitosis Detection with Convolutional Recurrent Neural NetworksPhan, Ha Tran Hong / Kumar, Ashnil / Feng, Dagan / Fulham, Michael / Kim, Jinman et al. | 2019
- 244
-
Learning Metric Graphs for Neuron Segmentation in Electron Microscopy ImagesLuther, Kyle / Seung, H. Sebastian et al. | 2019
- 270
-
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain DataSilva, Santiago / Gutman, Boris A. / Romero, Eduardo / Thompson, Paul M. / Altmann, Andre / Lorenzi, Marco et al. | 2019
- 275
-
Evidence For Bias Of Genetic Ancestry In Resting State Functional MRIAltmann, Andre / Mourao-Miranda, Janaina et al. | 2019
- 285
-
Fine-Grained Lesion Annotation in CT Images With Knowledge Mined From Radiology ReportsYan, Ke / Peng, Yifan / Lu, Zhiyong / Summers, Ronald M. et al. | 2019
- 289
-
Unsupervised Domain Adaption With Adversarial Learning (UDAA) for Emphysema Subtyping on Cardiac CT Scans: The Mesa StudyYang, Jie / Vetterli, Thomas / Balte, Pallavi P. / Barr, R. Graham / F.Laine, Andrew / Angelini, Elsa D. et al. | 2019
- 294
-
Tuberculosis Lesions in CT Images Inferred using 3D-CNN and Multi-Task LearningGordaliza, P. M. / Vaquero, J.J. / Sharpe, S. / Gleeson, F. / Munoz-Barrutia, A. et al. | 2019
- 298
-
SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A Novel Approach To Train Convolutional Neural Networks On Lung CT Scans Using Binary Labels OnlyZusag, M. / Desai, S. R. / Di Paolo, M. / Semple, T. / Shah, A. / Angelini, E. D. et al. | 2019
- 303
-
A SR-NET 3D-to-2D Architecture For Paraseptal Emphysema SegmentationBermejo-Pelaez, D. / Okajima, Y. / Washko, G. R. / Ledesma-Carbayo, M. J. / Estepar, R. San Jose et al. | 2019
- 307
-
Inner-Loop-Free Admm For Cryo-EmDonati, Laurene / Soubies, Emmanuel / Unser, Michael et al. | 2019
- 312
-
Virtual High-Framerate Microscopy Of The Beating Heart Via Sorting Of Still ImagesMariani, Olivia / Chan, Kevin / Ernst, Alexander / Mercader, Nadia / Liebling, Michael et al. | 2019
- 316
-
Improving 3D MA-TIRF Reconstruction with Deconvolution and Background EstimationSoubies, Emmanuel / Blanc-Feraud, Laure / Schaub, Sebastien / Obberghen-Schilling, Ellen Van et al. | 2019
- 321
-
Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization MicroscopyPham, Thanh-an / Soubies, Emmanuel / Sage, Daniel / Unser, Michael et al. | 2019
- 325
-
Dense Super-Resolution Imaging of Molecular Orientation Via Joint Sparse Basis Deconvolution and Spatial PoolingMazidi, Hesam / King, Eshan S. / Zhang, Oumeng / Nehorai, Arye / Lew, Matthew D. et al. | 2019
- 330
-
Segmenting New Image Acquisitions Without LabelsKline, Timothy L. et al. | 2019
- 334
-
Expected Label Value Computation for Atlas-Based Image SegmentationAganj, Iman / Fischl, Bruce et al. | 2019
- 339
-
Cascade Decoder: A Universal Decoding Method For Biomedical Image SegmentationLiang, Peixian / Chen, Jianxu / Zheng, Hao / Yang, Lin / Zhang, Yizhe / Chen, Danny Z. et al. | 2019
- 343
-
ISOOV2 DL - Semantic Instance Segmentation of Touching and Overlapping ObjectsBohm, Anton / Tatarchenko, Maxim / Falk, Thorsten et al. | 2019
- 348
-
Generalizable Multi-Site Training and Testing Of Deep Neural Networks Using Image NormalizationOnofrey, John A. / Casetti-Dinescu, Dana I. / Lauritzen, Andreas D. / Sarkar, Saradwata / Venkataraman, Rajesh / Fan, Richard E. / Sonn, Geoffrey A. / Sprenkle, Preston C. / Staib, Lawrence H. / Papademetris, Xenophon et al. | 2019
- 352
-
A Skeleton and Deformation Based Model for Neonatal Pial Surface Reconstruction in Preterm NewbornsLiu, Mengting / Lepage, Claude / Jeon, Seun / Flynn, Trevor / Yuan, Shiyu / Kim, Justin / Toga, Arthur W. / Barkovich, A. James / Xu, Duan / Evans, Alan C. et al. | 2019
- 356
-
Diagnosis Status Guided Brain Imaging Genetics Via Integrated Regression And Sparse Canonical Correlation AnalysisDu, Lei / Liu, Kefei / Yao, Xiaohui / Risacher, Shannon L. / Guo, Lei / Saykin, Andrew J. / Shen, Li et al. | 2019
- 360
-
Random Forest Regression Combined with MRI Brain Morphometry Predicts Surgical Outcome of Cochlear ImplantationSun, Zhe / Seo, Ji Won / Lee, Jee Yeon / Kwak, Min Young / Kim, Yehree / Lee, Je Yeon / Toga, Arthur W. / Park, Hong Ju / Kim, Hosung et al. | 2019
- 364
-
Learning An Mr Acquisition-Invariant Representation Using Siamese Neural NetworksKouw, W.M. / Loog, M. / Bartels, L.W. / Mendrik, A.M. et al. | 2019
- 368
-
Early Prediction Of Alzheimer’s Disease Dementia Based On Baseline Hippocampal MRI and 1-Year Follow-Up Cognitive Measures Using Deep Recurrent Neural NetworksLi, Hongming / Fan, Yong et al. | 2019
- 372
-
Predictive and discriminative localization of IDH genotype in high grade gliomas using deep convolutional neural netsAhmad, Adnan / Sarkar, Srinjay / Shah, Apurva / Gore, Sonal / Santosh, Vani / Saini, Jitender / Ingalhalikar, Madhura et al. | 2019
- 376
-
Multicenter Validation Of Population-Based Input Function With Non-Linear Mixed Effect Modeling For Voxel-Wise Quantification Of [18F]Fdg Metabolic RateTonietto, Matteo / Zanderigo, Francesca / Bertoldo, Alessandra / Devanand, Davangere P. / Mann, J. John / Bodini, Benedetta / Stankoff, Bruno et al. | 2019
- 380
-
An Age Estimation Method Using 3D-CNN From Brain MRI ImagesUeda, Masaru / Ito, Koichi / Wu, Kai / Sato, Kazunori / Taki, Yasuyuki / Fukuda, Hiroshi / Aoki, Takafumi et al. | 2019
- 384
-
Longitudinal and Multi-modal Data Learning for Parkinson’s Disease Diagnosis via Stacked Sparse Auto-encoderLi, Shiqi / Lei, Haijun / Zhou, Feng / Gardezi, Jamal / Lei, Baiying et al. | 2019
- 388
-
DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD ClassificationBanerjee, Monami / Chakraborty, Rudrasis / Archer, Derek / Vaillancourt, David / Vemuri, Baba C. et al. | 2019
- 392
-
Multivariate Haplotype Analysis Of 96 Sulci Opening For 15,612 UK-Biobank SujectsKarkar, S. / Gloaguen, A. / Le Guen, Y. / Pierre-Jean, M. / Dandine-Roulland, C. / Le Floch, E. / Philippe, C. / Tenenhaus, A. / Frouin, V. et al. | 2019
- 396
-
Cortical Foldingprints for Infant IdentificationDuan, Dingna / Xia, Shunren / Wu, Zhengwang / Wang, Fan / Wang, Li / Lin, Weili / Gilmore, John H / Shen, Dinggang / Li, Gang et al. | 2019
- 400
-
A Framework For Memory Performance Prediction From Brain Volume In Preterm-Born AdolescentsIrzan, Hassna / O'Reilly, Helen / Ourselin, Sebastien / Marlow, Neil / Melbourne, Andrew et al. | 2019
- 404
-
Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence ScreeningZhuang, Juntang / Dvornek, Nicha C. / Zhao, Qingyu / Li, Xiaoxiao / Ventola, Pamela / Duncan, James S. et al. | 2019
- 409
-
Multimodal Neuroimaging Patterns Associated with Social Responsiveness Impairment in Autism: A Replication StudyLi, Tiantian / Fu, Zening / Liu, Xia / Qi, Shile / Calhoun, Vince D / Sui, Jing et al. | 2019
- 414
-
Graph Convolutional Neural Networks For Alzheimer’s Disease ClassificationSong, Tzu-An / Chowdhury, Samadrita Roy / Yang, Fan / Jacobs, Heidi / Fakhri, Georges El / Li, Quanzheng / Johnson, Keith / Dutta, Joyita et al. | 2019
- 418
-
Sparse Infomax Based on Hoyer Projection and its Application to Simulated Structural MRI and SNP DataDuan, Kuaikuai / Silva, Rogers F. / Chen, Jiayu / Lin, Dongdong / Calhoun, Vince D. / Liu, Jingyu et al. | 2019
- 422
-
Charting Development-Based Joint Parcellation Maps Of Human and Macaque Brains During InfancyXia, Jing / Wang, Fan / Wu, Zhengwang / Wang, Li / Wang, Yaping / Zhang, Caiming / Lin, Weili / Shen, Dinggang / Li, Gang et al. | 2019
- 426
-
Exploring Microstructure Asymmetries in the Infant Brain Cortex: A Methodological Framework Combining Structural and Diffusion MriRolland, C. / Lebenberg, J. / Leroy, F. / Moulton, E. / Adibpour, P. / Riviere, D. / Poupon, C. / Hertz-Pannier, L. / Mangin, J.-F. / Dehaene-Lambertz, G. et al. | 2019
- 430
-
Feature Fusion Encoder Decoder Network for Automatic Liver Lesion SegmentationChen, Xueying / Zhang, Rong / Yan, Pingkun et al. | 2019
- 434
-
Prostate Segmentation with Encoder-Decoder Densely Connected Convolutional Network (Ed-Densenet)Yuan, Yixuan / Qin, Wenjian / Guo, Xiaoqing / Buyyounouski, Mark / Hancock, Steve / Han, Bin / Xing, Lei et al. | 2019
- 438
-
Multi-Scale Prediction Network for Lung SegmentationGu, Yuchong / Lai, Yaoming / Xie, Peiliang / Wei, Jun / Lu, Yao et al. | 2019
- 443
-
Towards Continuous Domain Adaptation For Medical ImagingVenkataramani, Rahul / Ravishankar, Hariharan / Anamandra, Saihareesh et al. | 2019
- 447
-
Decision-Augmented Generative Adversarial Network for Skin Lesion SegmentationJiang, Feng / Zhou, Feng / Qin, Jing / Wang, Tianfu / Lei, Baiying et al. | 2019
- 451
-
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion SegmentationShahin, Ahmed H. / Amer, Karim / Elattar, Mustafa A. et al. | 2019
- 455
-
Focusnet: An Attention-Based Fully Convolutional Network for Medical Image SegmentationKaul, Chaitanya / Manandhar, Suresh / Pears, Nick et al. | 2019
- 459
-
White Matter Multi-Resolution Segmentation Using Fuzzy Set TheoryDelmonte, A. / Mercier, C. / Pallud, J. / Bloch, I. / Gori, P. et al. | 2019
- 463
-
Residual Pyramid Fcn for Robust Follicle SegmentationWang, Zhewei / Cai, Weizhen / Smith, Charles D. / Kantake, Noriko / Rosol, Thomas J. / Liu, Jundong et al. | 2019
- 468
-
Prostate Segmentation From 3D Mri Using A Two-Stage Model and Variable-Input Based Uncertainty MeasurePan, Huitong / Feng, Yushan / Chen, Quan / Meyer, Craig / Feng, Xue et al. | 2019
- 472
-
A Self-Adaptive Network for Multiple Sclerosis Lesion Segmentation From Multi-Contrast MRI With Various Imaging SequencesFeng, Yushan / Pan, Huitong / Meyer, Craig / Feng, Xue et al. | 2019
- 476
-
3D Structure Surface Modelling From Volumetric CT ImagesPei, Yuchen / Xia, Wenjin / Wang, Xiuying / Li, Jieyu / Ye, Hongwei / Wang, Lisheng et al. | 2019
- 480
-
Automatic Segmentation of the Scoliotic Spine from Mr ImagesGuerroumi, Nassim / Playout, Clement / Laporte, Catherine / Cheriet, Farida et al. | 2019
- 485
-
Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-NetChen, Eric Z. / Dong, Xu / Li, Xiaoxiao / Jiang, Hongda / Rong, Ruichen / Wu, Junyan et al. | 2019
- 489
-
Online Training for Body Part Segmentation in Infant Movement VideosZhang, Qian / Xue, Yuan / Huang, Xiaolei et al. | 2019
- 493
-
Neuron Tracking in Calcium Image Stacks Using Accordion ArticulationsGulyanon, S. / He, L. / Tracey, W. D. / Tsechpenakis, G. et al. | 2019
- 497
-
Simulating Depth Perception in Virtual MicroscopyCourilleau, N. / Remion, Y. / Lucas, L. et al. | 2019
- 502
-
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy DataBuchholz, Tim-Oliver / Jordan, Mareike / Pigino, Gaia / Jug, Florian et al. | 2019
- 507
-
Excised Whole Lymph Node Imaging for Cancer Staging with Angular Restriction Dual Fluorescent Optical Projection TomographyTorres, Veronica C. / Sinha, Lagnojita / Li, Chengyue / Tichauer, Kenneth M. / Brankov, Jovan G. et al. | 2019
- 512
-
Towards Extreme-Resolution Image Registration with Deep LearningNazib, Abdullah / Fookes, Clinton / Perrin, Dimitri et al. | 2019
- 517
-
Detnet: Deep Neural Network For Particle Detection In Fluorescence Microscopy ImagesWollmann, T. / Ritter, C. / Dohrke, J. N. / Lee, J.-Y. / Bartenschlager, R. / Rohr, K. et al. | 2019
- 521
-
Automated Quantification With Sub-Micrometer Scale Precision In Volumetric Multicolor Multiphoton Microscopy ImagesPhan, M.S. / Matho, K. / Abdeladim, L. / Livet, J. / Beaurepaire, E. / Chessel, A. et al. | 2019
- 526
-
Accelerated 3D Localization Microscopy Using Blind Sparse InpaintingGaire, Sunil Kumar / Zhang, Chaoyi / Li, Hongyu / Huang, Peizhou / Liu, Ruiying / Wang, Haifeng / Liang, Dong / Ying, Leslie et al. | 2019
- 530
-
Neuron Image Synthesizer Via Gaussian Mixture Model and Perlin NoiseAbdolhoseini, Mahmoud / Kluge, Murielle G. / Walker, Frederick R. / Johnson, Sarah J. et al. | 2019
- 534
-
Automated Quantification of Amyloid Fibrils Morphological Features by Image Processing TechniquesYin, Yi / Prigent, Stephanie / Torrent, Joan / Rezaei, Human / Drasdo, Dirk / Doumic, Marie et al. | 2019
- 538
-
Three Dimensional Blind Image Deconvolution for Fluorescence Microscopy using Generative Adversarial NetworksLee, Soonam / Han, Shuo / Salama, Paul / Dunn, Kenneth W. / Delp, Edward J. et al. | 2019
- 543
-
A Unified Bayesian MRF-Based Poissonian Deconvolution And Segmentation Algorithm For Quantitative Colocalization Analysis In Dual-Color Fluorescence MicroscopyRadhakrishnan, Thyagarajan / Awatey, Suyash P. et al. | 2019
- 548
-
Super-Resolution Reconstruction of Transmission Electron Microscopy Images Using Deep LearningSuveer, Amit / Gupta, Anindya / Kylberg, Gustaf / Sintorn, Ida-Maria et al. | 2019
- 552
-
Three-dimensional deconvolution based on axial-scanning model for structured illumination microscopyShabani, H. / Labouesse, S. / Sentenac, A. / Preza, C. et al. | 2019
- 556
-
Uncertainty-Aware Artery/Vein Classification on Retinal ImagesGaldran, Adrian / Meyer, M. / Costa, P. / MendonCa / Campilho, A. et al. | 2019
- 561
-
Registration Of Retinal Images From Public Health By Minimising An Error Between Vessels Using An Affine Model With Radial DistortionsNoyel, G. / Thomas, R. / Iles, S. / Bhakta, G. / Crowder, A. / Owens, D. / Boyle, P. et al. | 2019
- 565
-
A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT ImagesZhang, Yuhan / Ji, Zexuan / Niu, Sijie / Leng, Theodore / Rubin, Daniel L. / Chen, Qiang et al. | 2019
- 569
-
Matching The Characteristics Of Fundus And Smartphone Camera ImagesV, Sukesh Adiga / Sivaswamy, Jayanthi et al. | 2019
- 573
-
Deep Learning for Weak Supervision of Diabetic Retinopathy AbnormalitiesAhmad, Maroof / Kasukurthi, Nikhil / Pande, Harshit et al. | 2019
- 578
-
Dynamic Region Proposal Networks For Semantic Segmentation In Automated Glaucoma ScreeningShah, Shivam / Kasukurthi, Nikhil / Pande, Harshit et al. | 2019
- 583
-
Synthesis of Optical Nerve Head Region of Fundus ImageDeshmukh, Anurag / Sivaswamy, Jayanthi et al. | 2019
- 587
-
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature FusionEladawi, Nabila / ElTanboly, Ahmed / Elmogy, Mohammed / Ghazal, Mohammed / Fraiwan, Luay / Aboelfetouh, Ahmed / Riad, Alaa / Keynton, Robert / El-Azab, Magdi / Schaal, Shlomit et al. | 2019
- 592
-
Projection Artifact Suppression For Inner Retina In Oct AngiographyLiu, Yihao / Carass, Aaron / Filippatou, Angeliki / He, Yufan / Solomon, Sharon D. / Saidha, Shiv / Calabresi, Peter A. / Prince, Jerry L. et al. | 2019
- 597
-
Learning Mutually Local-Global U-Nets For High-Resolution Retinal Lesion Segmentation In Fundus ImagesYan, Zizheng / Han, Xiaoguang / Wang, Changmiao / Qiu, Yuda / Xiong, Zixiang / Cui, Shuguang et al. | 2019
- 601
-
Ellipse Detection of Optic Disc-and-Cup Boundary in Fundus ImagesWang, Zeya / Dong, Nanqing / Rosario, Sean D / Xu, Min / Xie, Pengtao. / Xing, Eric P. et al. | 2019
- 605
-
Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid SegmentationSeebock, Philipp / Romo-Bucheli, David / Waldstein, Sebastian / Bogunovic, Hrvoje / Orlando, Jose Ignacio / Gerendas, Bianca S. / Langs, Georg / Schmidt-Erfurth, Ursula et al. | 2019
- 636
-
Non-Invasive Locating Of Premature Ventricular Contraction Origin With Low Rank/Tv RegularizationFang, Lin / Liu, Huafeng et al. | 2019
- 640
-
A Radiomics Approach to Analyze Cardiac Alterations in HypertensionCetin, Irem / Petersen, Steffen E. / Napel, Sandy / Camara, Oscar / Ballester, Miguel Angel Gonzalez / Lekadir, Karim et al. | 2019
- 644
-
Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based DescriptorsMedley, Daniela O. / Santiago, Carlos / Nascimento, Jacinto C. et al. | 2019
- 649
-
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as PriorJafari, Mohammad H. / Girgis, Hany / Abdi, Amir H. / Liao, Zhibin / Pesteie, Mehran / Rohling, Robert / Gin, Ken / Tsang, Terasa / Abolmaesumi, Purang et al. | 2019
- 653
-
Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural NetworkSong, Chao / Yang, Yongyi / Wernick, Miles N. / Pretorius, P. Hendrik / King, Michael A. et al. | 2019
- 657
-
Patch-Based Sparse Representation For Bacterial DetectionEldaly, A. K. / Altmann, Y. / Akram, A. / Perperidis, A. / Dhaliwal, K. / McLaughlin, S. et al. | 2019
- 662
-
Dynamic Atlasing Of Gene Expression Domains From Individual ImagesOughou, Mohamed / Cunha, Eric / Biot, Eric / Arnaud, Nicolas / Laufs, Patrick / Andrey, Philippe / Burguet, Jasmine et al. | 2019
- 666
-
Hierarchical Joint Registration of Tissue Blocks With Soft Shape Constraints For Large-Scale Histology of The Human BrainMancini, M. / Crampsie, S. / Thomas, D.L. / Jaunmuktane, Z. / Holton, J.L. / Iglesias, J.E. et al. | 2019
- 670
-
Weakly Supervised Learning in Deformable EM Image Registration Using Slice InterpolationNguyen-Duc, Thanh / Yoo, Inwan / Thomas, Logan / Kuan, Aaron / Lee, Wei-chung / Jeong, Won-Ki et al. | 2019
- 674
-
Cancer Detection in Mass Spectrometry Imaging Data by Recurrent Neural NetworksZanjani, F. Ghazvinian / Panteli, A. / Zinger, S. / Sommen, F. van der / Tan, T. / Balluff, B. / Vos, D. R. N. / Ellis, S. R. / Heeren, R. M. A. / Lucas, M. et al. | 2019
- 679
-
Localizing Image-Based Biomarker Regression Without Training Masks: A New Approach to Biomarker DiscoveryCano-Espinosa, Carlos / Gonzalez, German / Washko, George R. / Cazorlaa, Miguel / Estepar, Raul San Jose et al. | 2019
- 683
-
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion SegmentationAbraham, Nabila / Khan, Naimul Mefraz et al. | 2019
- 688
-
Automatic Segmentation and Identification of Spinous Processes on Sagittal X-Rays Based on Random Forest Classification and Dedicated Contextual FeaturesEbrahimi, Shahin / Gajny, Laurent / Skalli, Wafa / Angelini, Elsa D. et al. | 2019
- 692
-
MGB-NET: Orbital Bone Segmentation from Head and Neck CT Images Using Multi-Graylevel-Bone Convolutional NetworksLee, Min Jin / Hong, Helen / Shim, Kyu Won / Park, Seongeun et al. | 2019
- 696
-
Towards Patient-Individual PI-Rads v2 Sector Map: Cnn for Automatic Segmentation of Prostatic Zones From T2-Weighted MRIMeyer, Anneke / Rakr, Marko / Schindele, Daniel / Blaschke, Simon / Schostak, Martin / Fedorov, Andriy / Hansen, Christian et al. | 2019
- 701
-
High Contrast T1-Weigthed Mri with Fluid and White Matter Suppression Using Mp2RageBeaumont, J. / Saint-Jalmes, H. / Acosta, O. / Kober, T. / Tanner, M. / Ferre, J.C. / Salvado, O. / Fripp, J. / Gambarota, G. et al. | 2019
- 705
-
A Multi-Atlas Guided 3D Fully Convolutional Network for MRI-Based Subcortical SegmentationWu, Jiong / Zhang, Yue / Tang, Xiaoying et al. | 2019
- 709
-
Training Data Independent Image Registration with Gans Using Transfer Learning and Segmentation InformationMahapatra, Dwarikanath / Ge, Zongyuan et al. | 2019
- 714
-
Facilitating Manual Segmentation of 3D Datasets Using Contour And Intensity Guided InterpolationRavikumar, Sadhana / Wisse, Laura / Gao, Yang / Gerig, Guido / Yushkevich, Paul et al. | 2019
- 719
-
Compression And Intensity Modules For Brain MRI SegmentationAhn, Sang-il / Bui, Toan Duc / Shin, Jitae et al. | 2019
- 723
-
Brain Image Parcellation Using Multi-Atlas Guided Adversarial Fully Convolutional NetworkLiu, Xianli / Zhao, Haifeng / Zhang, Shaojie / Tan, Zhenyu et al. | 2019
- 727
-
A Deep Learning Pipeline for Automatic Skull Stripping and Brain SegmentationYogananda, Chandan Ganesh Bangalore / Wagner, Benjamin C. / Murugesan, Gowtham K. / Madhuranthakam, Ananth / Maldjian, Joseph A. et al. | 2019
- 732
-
A Radiomics Approach to Traumatic Brain Injury Prediction in CT ScansRosa, Ezequiel de la / Sima, Diana M. / Vyvere, Thijs Vande / Kirschke, Jan S. / Menze, Bjoern et al. | 2019
- 736
-
One-Shot Learning for Function-Specific Region Segmentation in Mouse BrainZhang, Xu / Li, Zhuowei / Wang, Pei-Jie / Liao, Katelyn Y. / Chou, Shen-Ju / Chang, Shih-Fu / Liao, Jung-Chi et al. | 2019
- 741
-
Quantitative Photoacoustic Blood Oxygenation Imaging Using Deep Residual And Recurrent Neural NetworkYang, Changchun / Lan, Hengrong / Zhong, Hongtao / Gao, Fei et al. | 2019
- 745
-
Suppressing Clutter Components In Ultrasound Color Flow Imaging Using Robust Matrix Completion Algorithm: Simulation And Phantom StudyAshikuzzaman, Md / Belasso, Clyde / Gauthier, Claudine J. / Rivaz, Hassan et al. | 2019
- 750
-
Modelling Continuous Arterial Blood Data from MR-Compatible Sampler in Simultenous Pet-MRI ExperimentsSantangelo, Barbara / Dunn, Joel / Beck, Katherine / McGinnity, Colm J. / Tonietto, Matteo / Turkheimer, Federico / Howes, Oliver / Veronese, Mattia et al. | 2019
- 754
-
Quantifying the Intra-Operative Hemodynamic Effects of Glue Embolization in Vein of Galen MalformationsPatel, Premal A / Flouri, Dimitra / Rennie, Adam / Robertson, Fergus / Davies, Lauren / Ganesan, Vijeya / Bhate, Sanjay / Coppi, Paolo De / Vercauteren, Tom / Melbourne, Andrew et al. | 2019
- 759
-
Deep Learning for Recognition of Endoleak After Endovascular Abdominal Aortic Aneurysm RepairHahn, Sage / Morris, Christopher S. / Bertges, Daniel J. / Wshah, Safwan et al. | 2019
- 764
-
FR-NET: Focal Loss Constrained Deep Residual Networks for Segmentation of Cardiac MRIChen, Mingqiang / Fang, Lin / Liu, Huafeng et al. | 2019
- 768
-
Cerebrovascular Network Segmentation of MRA Images With Deep LearningSanchesa, Pedro / Meyer, Cyril / Vigon, Vincent / Naegel, Benoit et al. | 2019
- 772
-
Automatic Segmentation Of the Placenta and its Peripheral Vasculature in Volumetric Ultrasound for TTTS Fetal SurgeryTorrents-Barrena, Jordina / Piella, Gemma / Masoller, Narcis / Gratacos, Eduard / Eixarch, Elisenda / Ceresa, Mario / Ballester, Miguel A. Gonzalez et al. | 2019
- 776
-
Cardiac Cine-MRI/CT Registration for Interventions PlanningCourtial, Nicolas / Simon, Antoine / Donal, Erwan / Lederlin, Mathieu / Garreau, Mireille et al. | 2019
- 780
-
A Semi-Supervised CNN Learning Method with Pseudo-class Labels for Atherosclerotic Vascular Calcification DetectionLiu, Jiamin / Yao, Jianhua / Bagheri, Mohammadhadi / Sandfort, Veit / Summers, Ronald M. et al. | 2019
- 784
-
APCP-NET: Aggregated Parallel Cross-Scale Pyramid Network for CMR SegmentationLi, Caizi / Tong, Qianqian / Liao, Xiangyun / Si, Weixin / Chen, Shu / Wang, Qiong / Yuan, Zhiyong et al. | 2019
- 789
-
3D Regional Shape Analysis of Left Ventricle Using MR Images: Abnormal Myocadium Detection and ClassificationBao, Han / Ren, Hui / Zhou, Zhiling / Li, Xiang / Guo, Ning / Li, Quanzheng et al. | 2019
- 793
-
Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer AggregationLi, Zhongyu / Lou, Yixuan / Yan, Zhennan / AlrAref, Subhi / Min, James K / Axel, Leon / Metaxas, Dimitris N. et al. | 2019
- 798
-
Ultracompression: Framework For High Density Compression Of Ultrasound Volumes Using Physics Modeling Deep Neural NetworksChina, Debarghya / Tom, Francis / Nandamuri, Sumanth / Kar, Aupendu / Srinivasan, Mukundhan / Mitra, Pabitra / Sheet, Debdoot et al. | 2019
- 802
-
End-To-End Diagnosis And Segmentation Learning From Cardiac Magnetic Resonance ImagingSnaauw, Gerard / Gong, Dong / Maicas, Gabriel / Hengel, Anton van den / Niessen, Wiro J. / Verjans, Johan / Carneiro, Gustavo et al. | 2019
- 806
-
Pitfalls Related To Computer-Aided Diagnosis System Learned From Multiple DatabasesTouvron, Hugo / Faisan, Sylvain / Tilquin, Florian / Noblet, Vincent et al. | 2019
- 810
-
Prediction Of Microvascular Invasion Of Hepatocellar Carcinoma With Contrast-Enhanced MR Using 3D CNN And LSTMMen, Shaoyang / Ju, Hanqiu / Zhang, Lijuan / Zhou, Wu et al. | 2019
- 814
-
What And How Other Datasets Can Be Leveraged For Medical Imaging ClassificationShang, Hong / Sun, Zhongqian / Fu, Xinghui / Zhang, Zijian / Yang, Wei et al. | 2019
- 819
-
Semantic Segmentation Of Hands In Multimodal Images: A Region New-Based CNN ApproachPemasiri, Akila / Ahmedt-Aristizabal, David / Nguyen, Kien / Sridharan, Sridha / Dionisio, Sasha / Fookes, Clinton et al. | 2019
- 824
-
Convolutional Neural Networks for Automated Fetal Cardiac Assessment using 4D B-Mode UltrasoundPhilip, Manna E. / Sowmya, Arcot / Avnet, Hagai / Ferreira, Ana / Stevenson, Gordon / Welsh, Alec et al. | 2019
- 829
-
Segmenting The Kidney On CT Scans Via CrowdsourcingMehta, Paras / Sandfort, Veit / Gheysens, Daan / Braeckevelt, Gert-Jan / Berte, Jonathan / Summers, Ronald M. et al. | 2019
- 833
-
Uldor: A Universal Lesion Detector For Ct Scans With Pseudo Masks And Hard Negative Example MiningTang, You-Bao / Yan, Ke / Tang, Yu-Xing / Liu, Jiamin / Xiao, Jin / Summers, Ronald M. et al. | 2019
- 837
-
Multi-Size Computer-Aided Diagnosis Of Positron Emission Tomography Images Using Graph Convolutional NetworksZhao, Xuandong / Li, Xiang / Guo, Ning / Zhou, Zhiling / Meng, Xiaxia / Li, Quanzheng et al. | 2019
- 841
-
Deep Learning For Skin Cancer Diagnosis With Hierarchical ArchitecturesBarata, Catarina / Marques, Jorge S. et al. | 2019
- 846
-
Deep Convolutional Neural Networks For Imaging Data Based Survival Analysis Of Rectal CancerLi, Hongming / Boimel, Pamela / Janopaul-Naylor, James / Zhong, Haoyu / Xiao, Ying / Ben-Josef, Edgar / Fan, Yong et al. | 2019
- 850
-
Building A Reduced Dictionary Of Relevant Perfusion Patterns From Ceus Data For The Classification Of Testis LesionsFavaron, Tommaso / Huang, Dean Y. / Christensen-Jeffries, Kirsten / Eckersley, Robert E. / Sidhu, Paul S. / Grisan, Enrico et al. | 2019
- 855
-
Detecting Prostate Cancer Using A CNN-Based System Without SegmentationReda, Islam / Ghazal, Mohammed / Shalaby, Ahmed / Elmogy, Mohammed / Aboulfotouh, Ahmed / El-Ghar, Mohamed Abou / Elmaghraby, Adel / Keynton, Robert / El-Baz, Ayman et al. | 2019
- 859
-
An End-to-End Framework for Integrated Pulmonary Nodule Detection and False Positive ReductionTang, Hao / Liu, Xingwei / Xie, Xiaohui et al. | 2019
- 863
-
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-RaysSyeda-Mahmood, T. / Ahmad, H. / Ansari, N. / Gur, Y. / Kashyap, S. / Karargyris, A. / Moradi, M. / Pillai, A. / Seshadhri, K. / Wang, W. et al. | 2019
- 868
-
CephaNet: An Improved Faster R-CNN for Cephalometric Landmark DetectionQian, Jiahong / Cheng, Ming / Tao, Yubo / Lin, Jun / Lin, Hai et al. | 2019
- 872
-
Volume R-CNN: Unified Framework for CT Object Detection and Instance SegmentationChen, Yun / Chen, Junxuan / Xiao, Bo / Wu, Zhengfang / Chi, Ying / Xie, Xuansong / Hua, Xiansheng et al. | 2019
- 877
-
Boosting the Rule-Out Accuracy of Deep Disease Detection Using Class Weight ModifiersKarargyris, Alexandros / Wong, Ken C. L. / Wu, Joy T. / Moradi, Mehdi / Syeda-Mahmood, Tanveer et al. | 2019
- 882
-
A Supervoxel-Based Approach for Unsupervised Abnormal Asymmetry Detection in Mr Images of the BrainMartins, Samuel B. / Ruppert, Guilherme / Reis, Fabiano / Yasuda, Clarissa L. / Falcao, Alexandre X. et al. | 2019
- 886
-
A New Color Augmentation Method for Deep Learning Segmentation of Histological ImagesXiao, Yang / Decenciere, Etienne / Velasco-Forero, Santiago / Burdin, Helene / Bornschlogl, Thomas / Bernerd, Francoise / Warrick, Emilie / Baldeweck, Therese et al. | 2019
- 891
-
Deconvolving Convolutional Neural Network for Cell DetectionRaza, Shan E Ahmed / AbdulJabbar, Khalid / Jamal-Hanjani, Mariam / Veeriah, Selvaraju / Quesne, John Le / Swanton, Charles / Yuan, Yinyin et al. | 2019
- 895
-
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology ImagesXu, Hongming / Hwang, Tae Hyun et al. | 2019
- 900
-
Joint Segmentation and Fine-Grained Classification of Nuclei in Histopathology ImagesQu, Hui / Riedlinger, Gregory / Wu, Pengxiang / Huang, Qiaoying / Yi, Jingru / De, Subhajyoti / Metaxas, Dimitris et al. | 2019
- 905
-
Strategies for Training Stain Invariant CNNSLampert, Thomas / Merveille, Odyssee / Schmitz, Jessica / Forestier, Germain / Feuerhake, Friedrich / Wemmert, Cedric et al. | 2019
- 910
-
Learning Basal Cell Carcinoma Patterns by Fusing Pathologists’ WSI Navigations and Graph-Based Centrality FeaturesCorredor, German / Garcia-Arteaga, Juan D. / Arias, Viviana / Romero, Eduardo et al. | 2019
- 914
-
Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer ClassificationXu, Bolei / Liu, Jingxin / Hou, Xianxu / Liu, Bozhi / Garibaldi, Jon / Ellis, Ian O. / Green, Andy / Shen, Linlin / Qiu, Guoping et al. | 2019
- 919
-
Efficient Mitosis Detection in Breast Cancer Histology Images by RCNNCai, De / Sun, Xianhe / Zhou, Niyun / Han, Xiao / Yao, Jianhua et al. | 2019
- 923
-
Comparison of Different Augmentation Techniques for Improved Generalization Performance for Gleason GradingArvidsson, Ida / Overgaard, Niels Christian / Astrom, Kalle / Heyden, Anders et al. | 2019
- 928
-
Ink Removal from Histopathology Whole Slide Images by Combining Classification, Detection and Image Generation ModelsAli, Sharib / Alham, Nasullah Khalid / Verrill, Clare / Rittscher, Jens et al. | 2019
- 933
-
Predicting Residual Cancer Burden In A Triple Negative Breast Cancer CohortNaylor, Peter / Boyd, Joseph / Lae, Marick / Reyal, Fabien / Walter, Thomas et al. | 2019
- 938
-
Ensemble Of Neural Networks For High Endothelial Venules Detection In Meca-79 Immunohistochemistry ImagesAbreu, A. / Franchet, C. / Frenois, F-X. / Brousset, P. / Girard P. Denefle, J.P. / Denefle, P. / Naegel, B. / Wemmert, C. et al. | 2019
- 943
-
Cell Detection With Deep Convolutional Networks Trained With Minimal AnnotationsLomanov, Katerina / Rincon, Jesus Martinez del / Miller, Paul / Gribben, Hugh et al. | 2019
- 948
-
Towards the Identification of Histology Based Subtypes in Prostate CancerChatrian, Andrea / Sirinukunwattana, Korsuk / Verrill, Clare / Rittscher, Jens et al. | 2019
- 953
-
Staingan: Stain Style Transfer for Digital Histological ImagesShaban, M. Tarek / Baur, Christoph / Navab, Nassir / Albarqouni, Shadi et al. | 2019
- 957
-
Transfer Learning from Nucleus Detection to Classification in Histopathology ImagesYousefi, Safoora / Nie, Yao et al. | 2019
- 987
-
Spatio-Temporal Partitioning And Description Of Full-Length Routine Fetal Anomaly Ultrasound ScansSharma, H. / Droste, R. / Chatelain, P. / Drukker, L. / Papageorghiou, A.T. / Noble, J.A. et al. | 2019
- 991
-
Simultaneous Super-Resolution and Segmentation Using a Generative Adversarial Network: Application to Neonatal Brain MRIPham, C.-H. / Tor-Diez, C. / Meunier, H. / Bednarek, N. / Fablet, R. / Passat, N. / Rousseau, F. et al. | 2019
- 995
-
Construction of 4D Neonatal Cortical Surface Atlases Using Wasserstein DistanceChen, Zengsi / Wu, Zhengwang / Sun, Liang / Wang, Fan / Wang, Li / Zhao, Fenqiang / Lin, Weili / Gilmore, John H / Shen, Dinggang / Li, Gang et al. | 2019
- 999
-
Frnet: Flattened Residual Network for Infant MRI Skull StrippingZhang, Qian / Wang, Li / Zong, Xiaopeng / Lin, Weili / Li, Gang / Shen, Dinggang et al. | 2019
- 1003
-
Implicit Modeling With Uncertainty Estimation For Intravoxel Incoherent Motion ImagingZhang, Lin / Vishnevskiy, Valery / Jakab, Andras / Goksel, Orcun et al. | 2019
- 1008
-
Microscopy Cell Segmentation Via Convolutional LSTM NetworksArbelle, Assaf / Raviv, Tammy Riklin et al. | 2019
- 1013
-
Deforming Tessellations For The Segmentation Of Cell AggregatesBadoual, Anais / Galan, Aymeric / Sage, Daniel / Unser, Michael et al. | 2019
- 1018
-
Segmentation And Quantification Of Cellular Load In Pulmonary Endomicroscopic Images Using Convolutional Neural NetworksBonheur, S. / Eldaly, A.K. / Westerfeld, J. / Wilson, D. / Dhaliwal, K. / McLaughlin, S. / Perperidis, A. et al. | 2019
- 1023
-
Spotnet-Learned Iterations For Cell Detection In Image-Based ImmunoassaysPla, Pol del Aguila / Saxena, Vidit / Jalden, Joakim et al. | 2019
- 1028
-
Context-Refined Neural Cell Instance SegmentationYi, Jingru / Wu, Pengxiang / Huang, Qiaoying / Qu, Hui / Hoeppner, Daniel J. / Metaxas, Dimitris N. et al. | 2019
- 1033
-
Learning Disease Progression Models With Longitudinal Data and Missing ValuesCouronne, Raphael / Vidailhet, Marie / Corvol, Jean Christophe / Lehericy, Stephane / Durrleman, Stanley et al. | 2019
- 1038
-
Unbiased Longitudinal Brain Atlas Creation Using Robust Linear Registration And Log-Euclidean Framework For DiffeomorphismsLegouhy, Antoine / Commowick, Olivier / Rousseau, Francois / Barillot, Christian et al. | 2019
- 1042
-
Generative Aging Of Brain MRI For Early Prediction Of MCI-AD ConversionWegmayr, Viktor / Horold, Maurice / Buhmann, Joachim M. et al. | 2019
- 1047
-
Attention-based 3D Convolutional Network for Alzheimer’s Disease Diagnosis and Biomarkers ExplorationJin, Dan / Xu, Jian / Zhao, Kun / Hu, Fangzhou / Yang, Zhengyi / Liu, Bing / Jiang, Tianzi / Liu, Yong et al. | 2019
- 1052
-
A Preliminary Volumetric MRI Study of Amygdala and Hippocampal Subfields in Autism During InfancyLi, Guannan / Chen, Meng-Hsiang / Li, Gang / Wu, Di / Sun, Quansen / Shen, Dinggang / Wang, Li et al. | 2019
- 1057
-
Model Agnostic Saliency For Weakly Supervised Lesion Detection From Breast DCE-MRIMaicas, Gabriel / Snaauw, Gerard / Bradley, Andrew P. / Reid, Ian / Carneiro, Gustavo et al. | 2019
- 1061
-
Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in MammogramsSainz de Cea, Maria V. / Nishikawa, Robert M. / Yang, Yongyi et al. | 2019
- 1065
-
A Mixture of Views Network With Applications to the Classification of Breast MicrocalcificationsShachor, Yaniv / Greenspan, Hayit / Goldberger, Jacob et al. | 2019
- 1070
-
Analysis of Cedbt and CESM Performance Using a Realistic X-Ray Simulation PlatformRosa, R. Sanchez de la / Carton, A.-K. / Carvalho, P. Milioni de / Bloch, I. / Muller, S. et al. | 2019
- 1074
-
Registration of Breast MRI and 3D Scan Data Based on Surface MatchingBessa, Silvia / Carvalho, Pedro H. / Oliveira, Helder P. et al. | 2019
- 1078
-
AttentionNet: Learning Where to Focus via Attention Mechanism for Anatomical Segmentation of Whole Breast Ultrasound ImagesLi, Hang / Cheng, Jie-Zhi / Chou, Yi-Hong / Qin, Jing / Huang, Shan / Lei, Baiying et al. | 2019
- 1082
-
Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery OutcomesSilva, Wilson / Castro, Eduardo / Cardoso, Maria J. / Fitzal, Florian / Cardoso, Jaime S. et al. | 2019
- 1087
-
Breast Density Quantification Using Weakly Annotated DatasetTardy, Mickael / Scheffer, Bruno / Mateus, Diana et al. | 2019
- 1092
-
Multi-Level Batch Normalization in Deep Networks for Invasive Ductal Carcinoma Cell Discrimination in Histopathology ImagesRomero, Francisco Perdigon / Tang, An / Kadoury, Samuel et al. | 2019
- 1096
-
Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial LearningGe, Yunhao / Wei, Dongming / Xue, Zhong / Wang, Qian / Zhou, Xiang / Zhan, Yiqiang / Liao, Shu et al. | 2019
- 1100
-
Improving Skin Lesion Segmentation via Stacked Adversarial LearningBi, Lei / Feng, Dagan / Fulham, Michael / Kim, Jinman et al. | 2019
- 1104
-
Refacing: Reconstructing Anonymized Facial Features Using GANSAbramian, David / Eklund, Anders et al. | 2019
- 1109
-
Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based MethodsLargent, Axel / Nunes, Jean-Claude / Saint-Jalmes, Herve / Baxter, John / Greer, Peter / Dowling, Jason / Crevoisier, Renaud de / Acosta, Oscar et al. | 2019
- 1114
-
Radiomic Synthesis Using Deep Convolutional Neural NetworksParekh, Vishwa S. / Jacobs, Michael A. et al. | 2019
- 1118
-
Multi-Focus Ultrasound Imaging Using Generative Adversarial NetworksGoudarzi, Sobhan / Asif, Amir / Rivaz, Hassan et al. | 2019
- 1122
-
Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FcnYang, Hongxu / Shan, Caifeng / Kolen, Alexander F. / Peter H.N., de With et al. | 2019
- 1127
-
Deep Learning Biopsy Marking of Early Neoplasia in Barrett’s Esophagus by Combining WLE and BLI ModalitiesPutten, Joost van der / Wildeboer, Rogier / Groof, Jeroen de / Sloun, Ruud van / Struyvenberg, Maarten / Sommen, Fons van der / Zinger, Svitlana / Curvers, Wouter / Schoon, Erik / Bergman, Jacques et al. | 2019
- 1132
-
Fast Registration for Liver Motion Compensation in Ultrasound-Guided NavigationWei, Wei / Xu, Haishan / Alpers, Julian / Tianbao, Zhang / Wang, Lei / Rak, Marko / Hansen, Christian et al. | 2019
- 1137
-
Simulation of a Modified Multielement Random Phased Array for Image Guidance and TherapyZubair, Muhammad / Dickinson, Robert J. et al. | 2019
- 1141
-
A Deep-Learning-Based Method for the Localization of Cochlear Implant Electrodes in CT ImagesChi, Yujie / Wang, Jianing / Zhao, Yiyuan / Noble, Jack H. / Dawant, Benoit M. et al. | 2019
- 1146
-
Surgical Illuminant Design for Enhancement of Organ MicrostructureKurabuchi, Yoko / Nakano, Kazuya / Ohnishi, Takashi / Nakaguchi, Toshiya / Haneishi, Hideaki et al. | 2019
- 1150
-
Prone to Supine Surface Based Registration Workflow for Breast Tumor Localization in Surgical PlanningAlfano, F. / Ortuno Fisac, JE. / Garcia-Sevilla, Monica / Herrero Conde, M. / Bueno Zamora, O. / Lizarraga, S. / Santos, A. / Pascau, J. / Ledesma Carbayo, MJ. et al. | 2019
- 1154
-
Automatic Detection of the Nasal Cavities and Paranasal Sinuses Using Deep Neural NetworksLaura, Cristina Oyarzun / Hofmann, Patrick / Drechsler, Klaus / Wesarg, Stefan et al. | 2019
- 1158
-
Residual Attention Based Network for Hand Bone Age AssessmentWu, Eric / Kong, Bin / Wang, Xin / Bai, Junjie / Lu, Yi / Gao, Feng / Zhang, Shaoting / Cao, Kunlin / Song, Qi / Lyu, Siwei et al. | 2019
- 1162
-
A Fully Automatic 3D Reconstruction of Scoliotic Spine from Biplanar Radiographs in a Suspension FrameworkBakhous, Christine / Vazquez, Carlos / Cresson, Thierry / Parent, Stefan / Guise, Jacques De et al. | 2019
- 1166
-
Deep Learning With Anatomical Priors: Imitating Enhanced Autoencoders In Latent Space For Improved Pelvic Bone Segmentation In MRIPham, D. D. / Dovletov, G. / Warwas, S. / Landgraeber, S. / Jager, M. / Pauli, J. et al. | 2019
- 1170
-
Human Knee Phantom for Spectral CT: Validation of a Material Decomposition AlgorithmBussod, S. / Abascal, J.F.P.J. / Ducros, N. / Olivier, C. / Si-Mohamed, S. / Douek, P. / Chappard, C. / Peyrin, F. et al. | 2019
- 1174
-
Detection And Identification Of Lower-Limb Bones In Biplanar X-RAY Images With Arbitrary Field Of View And Various Patient OrientationsAgomma, Roseline Olory / Vazquez, Carlos / Cresson, Thierry / Guise, Jacques de et al. | 2019
- 1178
-
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networksvan Sonsbeek, Tom / Danaei, Pardiss / Behnami, Delaram / Jafari, Mohammad Hossein / Asgharzadeh, Parisa / Rohling, Robert / Abolmaesumi, Purang et al. | 2019
- 1183
-
Automatic Radiographic Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis Using POCOu, Yafei / Ambalathankandy, Prasoon / Shimada, Takeshi / Kamishima, Tamotsu / Ikebe, Masayuki et al. | 2019
- 1188
-
Masseter Muscle Segmentation from Cone-Beam CT Images using Generative Adversarial NetworkZhang, Yungeng / Pei, Yuru / Qin, Haifang / Guo, Yuke / Ma, Gengyu / Xu, Tianmin / Zha, Hongbin et al. | 2019
- 1193
-
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ DetectionMansoor, Awais / Porras, Antonio R. / Linguraru, Marius George et al. | 2019
- 1197
-
Image-Based Survival Prediction for Lung Cancer Patients Using CNNSHaarburger, Christoph / Weitz, Philippe / Rippel, Oliver / Merhof, Dorit et al. | 2019
- 1202
-
Learning to Segment the Lung Volume from CT Scans Based on Semi-Automatic Ground-TruthSousa, Patrick / Galdran, Adrian / Costa, Pedro / Campilho, Aurelio et al. | 2019
- 1207
-
Pulmonary Lobe Segmentation Using A Sequence of Convolutional Neural Networks For Marginal LearningGerard, Sarah E. / Reinhardt, Joseph M. et al. | 2019
- 1212
-
Enhanced Generative Model for Unsupervised Discovery of Spatially-Informed Macroscopic Emphysema: The Mesa Copd StudyGan, Yu / Yang, Jie / Smith, Benjamin / Balte, Pallavi / Hoffman, Eric / Hendon, Christine / Barr, R. Graham / Laine, Andrew F. / Angelini, Elsa D. et al. | 2019
- 1216
-
Data Augmentation for Chest Pathologies ClassificationSirazitdinov, Ilyas / Kholiavchenko, Maksym / Kuleev, Ramil / Ibragimov, Bulat et al. | 2019
- 1220
-
Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct DataSafta, Wiem / Farhangi, M. Mehdi / Veasey, Benjamin / Amini, Amir / Frigui, Hichem et al. | 2019
- 1225
-
Automatic Pulmonary Lobe Segmentation Using Deep LearningTang, Hao / Zhang, Chupeng / Xie, Xiaohui et al. | 2019
- 1229
-
Regression of The Navier-Stokes Equation Solutions For Pulmonary Airway Flow Using Neural NetworksArauzo, D. de los Ojos / Nardelli, P. / Estepar, R. San Jose et al. | 2019
- 1234
-
Intelligent Glaucoma Diagnosis Via Active Learning And Adversarial Data AugmentationWang, Zhanyu / Wang, Zhe / Qu, Guoxiang / Li, Fei / Yuan, Ye / Lam, Dennis SC / Zhang, Xiulan / Zhang, Yue / Qiao, Yu et al. | 2019
- 1238
-
Lesion Classification of Wireless Capsule Endoscopy ImagesYang, Wenming / Cao, Yaxing / Zhao, Qian / Ren, Yong / Liao, Qingmin et al. | 2019
- 1243
-
End-To-End Discriminative Deep Network For Liver Lesion ClassificationRomero, Francisco Perdigon / Diler, Andre / Bisson-Gregoire, Gabriel / Turcotte, Simon / Lapointe, Real / Vandenbroucke-Menu, Franck / Tang, An / Kadoury, Samuel et al. | 2019
- 1247
-
Dual Adversarial Autoencoder for Dermoscopic image Generative ModelingYang, Hao-Yu / Staib, Lawrence H. et al. | 2019
- 1251
-
Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled DataTajbakhsh, Nima / Hu, Yufei / Cao, Junli / Yan, Xingjian / Xiao, Yi / Lu, Yong / Liang, Jianming / Terzopoulos, Demetri / Ding, Xiaowei et al. | 2019
- 1256
-
A Dual Stream Network for Tumor Detection in Hyperspectral ImagesWeijtmans, P.J.C. / Shan, C. / Tan, T. / Brouwer de Koning, S.G. / Ruers, T.J.M. et al. | 2019
- 1260
-
Recurrent Attention Mechanism Networks for Enhanced Classification of Biomedical ImagesShaikh, Mazhar / Kollerathu, Varghese Alex / Krishnamurthi, Ganapathy et al. | 2019
- 1265
-
ADHD Classification Within and Cross Cohort Using an Ensembled Feature Selection FrameworkYao, Dongren / Sun, Hailun / Guo, Xiaojie / Calhoun, Vince D / Sun, Li / Sui, Jing et al. | 2019
- 1270
-
Exploiting Visual and Report-Based Information for Chest X-RAY Analysis by Jointly Learning Visual Classifiers and Topic ModelsDaniels, Zachary A. / Metaxas, Dimitris N. et al. | 2019
- 1275
-
Producing Radiologist-Quality Reports for Interpretable Deep Learning.Gale, William / Oakden-Rayner, Luke / Carneiro, Gustavo / Palmer, Lyle J. / Bradley, Andrew P. et al. | 2019
- 1280
-
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion ClassificationXue, Cheng / Dou, Qi / Shi, Xueying / Chen, Hao / Heng, Pheng-Ann et al. | 2019
- 1284
-
Saliency-Driven System With Deep Learning for Cell Image ClassificationFerreira, Daniel S. / Geraldo L. B., Ramalho / Fatima N. S., Medeiros / Andrea G. C., Bianchi / Carneiro, Claudia M. / Ushizima, Daniela M. et al. | 2019
- 1288
-
Towards an Interpretable Radiomics Model for Classifying Renal Cell Carcinomas Subtypes: A Radiogenomics AssessmentLi, Zhi-Cheng / Wu, Guang-yu / Zhang, Jinheng / Wang, Zhongqiu / Liu, Guiqin / Liang, Dong et al. | 2019
- 1293
-
Radiomic-Based Framework for Early Diagnosis of Lung CancerShaffie, Ahmed / Soliman, Ahmed / Khalifeh, Hadil Abu / Ghazal, Mohammed / Taher, Fatma / Elmaghraby, Adel / Keynton, Robert / El-Baz, Ayman et al. | 2019
- 1298
-
Deep Metamemory - A Generic Framework for Stabilized One-Shot Confidence Estimation in Deep Neural Networks and its Application on Colorectal Cancer Liver Metastases Growth PredictionKatzmann, Alexander / Muhlberg, Alexander / Suhling, Michael / Norenberg, Dominik / Gros, Horst-Michael et al. | 2019
- 1303
-
Collaborative Clustering Of Subjects And Radiomic Features For Predicting Clinical Outcomes Of Rectal Cancer PatientsLiu, Hangfan / Li, Hongming / Boimel, Pamela / Janopaul-Naylor, James / Zhong, Haoyu / Xiao, Ying / Ben-Josef, Edgar / Fan, Yong et al. | 2019
- 1307
-
Tumor Burden Assessment In Lymphoma Patients: Hierarchical Analysis Of Whole Body CTBolluyt, Elijah / Comaniciu, Alexandra / Georgescu, Bogdan et al. | 2019
- 1311
-
Novel Radiomic Features Based on Graph Theory for PET Image AnalysisZhou, Zhiling / Guo, Ning / Cui, Jianan / Meng, Xiaxia / Hu, Yiwei / Bao, Han / Li, Xiang / Li, Quanzheng et al. | 2019
- 1315
-
CT-NNBI: Method to Impute Gene Expression Data using DCT Based Sparsity and Nuclear Norm Constraint with Split Bregman IterationGehlot, Shiv / Farswan, Akanksha / Gupta, Anubha / Gupta, Ritu et al. | 2019
- 1319
-
Classification Of Prostate Cancer: High Grade Versus Low Grade Using A Radiomics ApproachT, Jose M. Castillo / Starmans, Martijn P. A. / Niessen, Wiro J. / Schoots, Ivo / Klein, Stefan / Veenland, Jifke F. et al. | 2019
- 1348
-
Class-Aware Adversarial Lung Nodule Synthesis In CT ImagesYang, Jie / Liu, Siqi / Grbic, Sasa / Setio, Arnaud Arindra Adiyoso / Xu, Zhoubing / Gibson, Eli / Chabin, Guillaume / Georgescu, Bogdan / Laine, Andrew F. / Comaniciu, Dorin et al. | 2019
- 1353
-
Automated Segmentation Of Pulmonary Lobes Using Coordination-Guided Deep Neural NetworksWang, Wenjia / Chen, Junxuan / Zhao, Jie / Chi, Ying / Xie, Xuansong / Zhang, Li / Hua, Xiansheng et al. | 2019
- 1358
-
Abnormal Chest X-Ray Identification With Generative Adversarial One-Class ClassifierTang, Yu-Xing / Tang, You-Bao / Han, Mei / Xiao, Jing / Summers, Ronald M. et al. | 2019
- 1362
-
When Does Bone Suppression And Lung Field Segmentation Improve Chest X-Ray Disease Classification?Baltruschat, Ivo M. / Steinmeister, Leonhard / Ittrich, Harald / Adam, Gerhard / Nickisch, Hannes / Saalbach, Axel / von Berg, Jens / Grass, Michael / Knopp, Tobias et al. | 2019
- 1367
-
Biphasic Model Of Lung Deformations For Video-Assisted Thoracoscopic Surgery (VATS)Alvarez, Pablo / Narasimhan, Saramati / Rouze, Simon / Dillenseger, Jean-Louis / Payan, Yohan / Miga, Michael I. / Chabanas, Matthieu et al. | 2019
- 1372
-
Robust Super-Resolution Gan, with Manifold-Based and Perception LossUpadhyay, Uddeshya / Awate, Suyash P. et al. | 2019
- 1377
-
New Methods for l2-l0 Minimization and their Applications to 2D Single-Molecule Localization MicroscopyBechensteen, Arne / Blanc-Feraud, Laure / Aubert, Gilles et al. | 2019
- 1382
-
Multi-Spectral Widefield Microscopy of the Beating Heart Through Post-Acquisition Synchronization and UnmixingJaques, Christian / Bapst-Wicht, Linda / Schorderet, Daniel F. / Liebling, Michael et al. | 2019
- 1386
-
A Deep Learning Approach To Identify MRNA Localization PatternsDubois, Remy / Imbert, Arthur / Samacoits, Aubin / Peter, Marion / Bertrand, Edouard / Muller, Florian / Walter, Thomas et al. | 2019
- 1391
-
Learning A Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super ResolutionTom, Francis / Sharma, Himanshu / Mundhra, Dheeraj / Dastidar, Tathagato Rai / Sheet, Debdoot et al. | 2019
- 1395
-
Off-The-Grid Model Based Deep Learning (O-Modl)Pramanik, Aniket / Aggarwal, Hemant / Jacob, Mathews et al. | 2019
- 1399
-
The Continuous Registration Challenge: Evaluation-as-a-Service for Medical Image Registration AlgorithmsMarstal, K. / Berendsen, F. / Dekker, N. / Staring, M. / Klein, S. et al. | 2019
- 1403
-
Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer’s DiseaseGuigui, N. / Philippe, C. / Gloaguen, A. / Karkar, S. / Guillemot, V. / Lofstedt, T. / Frouin, V. et al. | 2019
- 1407
-
A Multi-Stage Framework With Context Information Fusion Structure For Skin Lesion SegmentationTang, Yujiao / Yang, Feng / Yuan, Shaofeng / Zhan, Chang'an et al. | 2019
- 1411
-
Semi-Supervised Learning With Structured Knowledge For Body Hair Detection In Photoacoustic ImageKikkawa, Ryo / Sekiguchi, Hiroyuki / Tsuge, Itaru / Saito, Susumu / Bise, Ryoma et al. | 2019
- 1417
-
Tele-Pathology: A Use Case In ColombiaAlvarez, Charlems / Corredor, German / Giraldo, Diana / Romero, Eduardo et al. | 2019
- 1424
-
Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of RetinaCheng, Jun / Zhao, Yitian / Hu, Yan / Liu, Jiang et al. | 2019
- 1428
-
Motion Compensation In Digital Holography For Retinal ImagingRivet, Julie / Tochon, Guillaume / Meimon, Serge / Paques, Michel / Geraud, Thierry / Atlan, Michael et al. | 2019
- 1432
-
Learning To Segment Corneal Tissue Interfaces In Oct ImagesMathai, Tejas Sudharshan / Lathrop, Kira L / Galeotti, John et al. | 2019
- 1437
-
Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural NetworksKepp, Timo / Ehrhardt, Jan / Heinrich, Mattias P. / Huttmann, Gereon / Handels, Heinz et al. | 2019
- 1441
-
U2-Net: A Bayesian U-Net Model With Epistemic Uncertainty Feedback For Photoreceptor Layer Segmentation In Pathological OCT ScansOrlando, Jose Ignacio / Seebock, Philipp / Bogunovic, Hrvoje / Klimscha, Sophie / Grechenig, Christoph / Waldstein, Sebastian / Gerendas, Bianca S. / Schmidt-Erfurth, Ursula et al. | 2019
- 1446
-
Sparse-View Ct Reconstruction Via Convolutional Sparse CodingBao, Peng / Xia, Wenjun / Yang, Kang / Zhou, Jiliu / Zhang, Yi et al. | 2019
- 1450
-
A New Approach For Microcalcification Enhancement In Digital Breast Tomosynthesis ReconstructionSghaier, Maissa / Chouzenoux, Emilie / Palma, Giovanni / Pesquet, Jean-Christophe / Muller, Serge et al. | 2019
- 1455
-
A Convolutional Framework for Forward and Back-Projection in Fan-Beam GeometryZhang, Kai / Entezari, Alireza et al. | 2019
- 1459
-
Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral TensorsXia, Wenjun / Wu, Weiwen / Liu, Fenglin / Yu, Hengyong / Zhou, Jiliu / Wang, Ge / Zhang, Yi et al. | 2019
- 1463
-
Joint Bi-Modal Image Reconstruction Of Dot And Xct With An Extended Mumford-Shah FunctionalHe, Di / Jiang, Ming / Louis, Alfred K. / Maass, Peter / Page, Thomas et al. | 2019
- 1467
-
Asymmetric Fiber Trajectory Distribution Estimated Using Streamline Differential EquationHe, Jianzhong / Feng, Yuanjing / Li, Mao et al. | 2019
- 1471
-
Comparison of Different Tensor Encoding Combinations in Microstructural Parameter EstimationAfzali, Maryam / Tax, Chantal MW / Chatziantoniou, Cyrano / Jones, Derek K et al. | 2019
- 1475
-
Cobundlemap: Consistent 2D Parameterization of Fiber Bundles Across Subjects and HemispheresKhatami, Mohammad / Wehler, Regina / Schultz, Thomas et al. | 2019
- 1479
-
Cortical Surface Parcellation Based on Graph Representation of Short Fiber Bundle ConnectionsSilva, Felipe / Guevara, Miguel / Poupon, Cyril / Mangin, Jean-Francois / Hernandez, Cecilia / Guevara, Pamela et al. | 2019
- 1483
-
Detecting State Changes in Community Structure of Functional Brain Networks Using a Markov-Switching Stochastic Block ModelSamdin, S. Balqis / Ting, Chee-Ming / Ombao, Hernando et al. | 2019
- 1488
-
Acceleration Controlled Diffeomorphisms For Nonparametric Image RegressionFishbaugh, James / Gerig, Guido et al. | 2019
- 1492
-
Gems - Geometric Median ShapesCunha, Alexandre et al. | 2019
- 1497
-
Sensitivity Analysis Of An In Silico Model Of Tumor Growth And Radiation ResponseMarrero, C. Sosa / Acosta, O. / Castro, M. / Hernandez, A. / Rioux-Leclercq, N. / Paris, F. / de Crevoisier, R. et al. | 2019
- 1501
-
Hierarchical Representation For Ct Prostate SegmentationWang, Shuai / He, Kelei / Nie, Dong / Zhou, Sihang / Gao, Yaozong / Shen, Dinggang et al. | 2019
- 1505
-
Multi-Modal Fusion Learning For Cervical Dysplasia DiagnosisChen, Tingting / Ma, Xinjun / Ying, Xingde / Wang, Wenzhe / Yuan, Chunnv / Lu, Weiguo / Chen, Danny Z. / Wu, Jian et al. | 2019
- 1510
-
Segmentation And Modelling of Helanuclear EnvelopeKarabag, C. / Jones, M.L. / Peddie, C.J. / Westor, A.E. / Collinson, L.M. / Reyes-Aldasoro, C.C. et al. | 2019
- 1514
-
Automated Segmentation Of Cervical Nuclei In Pap Smear Images Using Deformable Multi-Path Ensemble ModelZhao, Jie / Li, Quanzheng / Li, Xiang / Li, Hongfeng / ZhangS, Li et al. | 2019
- 1519
-
Domain Adaptive Segmentation In Volume Electron Microscopy ImagingRoels, Joris / Hennies, Julian / Saeys, Yvan / Philips, Wilfried / Kreshuk, Anna et al. | 2019
- 1523
-
Facilitating Data Association In Particle Tracking Using Autoencoding And Score MatchingSmal, Ihor / Yao, Yao / Galjart, Niels / Meijering, Erik et al. | 2019
- 1527
-
Epithelial Segmentation From In Situ Hybridisation Histological Samples Using A Deep Central Attention Learning ApproachSong, Tzu-Hsi / Landini, Gabriel / Fouad, Shereen / Mehanna, Hisham et al. | 2019
- 1532
-
Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRIGueddari, L. El / Ciuciu, P. / Chouzenoux, E. / Vignaud, A. / Pesquet, J.-C. et al. | 2019
- 1537
-
Magnetic Resonance Fingerprinting Using Recurrent Neural NetworksOksuz, Ilkay / Cruz, Gastao / Clough, James / Bustin, Aurelien / Fuin, Nicolo / Botnar, Rene M. / Prieto, Claudia / King, Andrew P. / Schnabel, Julia A. et al. | 2019
- 1541
-
Multi-Shot Sensitivity-Encoded Diffusion MRI Using Model-Based Deep Learning (Modl-Mussels)Aggarwal, Hemant K. / Mani, Merry P. / Jacob, Mathews et al. | 2019
- 1545
-
Structurally-Informed Deconvolution of Functional Magnetic Resonance Imaging DataBolton, Thomas AW / Farouj, Younes / Inan, Mert / Van De Ville, Dimitri et al. | 2019
- 1550
-
Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using GansArmanious, Karim / Gatidis, Sergios / Nikolaou, Konstantin / Yang, Bin / Kustner, Thomas et al. | 2019
- 1555
-
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder DiagnosisHuang, Fanglin / Elazab, Ahmed / OuYang, Le / Tan, Joseph / Wang, Tianfu / Lei, Baiying et al. | 2019
- 1559
-
A Convolutional Autoencoder Approach To Learn Volumetric Shape Representations For Brain StructuresYu, Evan M. / Sabuncu, Mert R. et al. | 2019
- 1563
-
Soft Labeling by Distilling Anatomical Knowledge for Improved MS Lesion SegmentationKats, Eytan / Goldberger, Jacob / Greenspan, Hayit et al. | 2019
- 1567
-
Improved ICH Classification Using Task-Dependent LearningBar, Amir / Havakuk, Michal Mauda / Turner, Yoni / Safadi, Michal / Elnekave, Eldad et al. | 2019
- 1572
-
Quantitative Mri Characterization of Brain Abnormalities in DE NOVO Parkinsonian PatientsRamirez, Veronica Munoz / Forbes, Florence / Arbel, Julyan / Arnaud, Alexis / Dojat, Michel et al. | 2019
- 1576
-
Two-Stage Spatial Temporal Deep Learning Framework For Functional Brain Network ModelingZhao, Yu / Dai, Haixing / Zhang, Wei / Ge, Fangfei / Liu, Tianming et al. | 2019
- 1581
-
Sensitivity of Derived Clinical Biomarkers to rs-fMRI Preprocessing Software VersionsNguyen, Kevin P. / Fatt, Cherise Chin / Mellema, Cooper / Trivedi, Madhukar H. / Montillo, Albert et al. | 2019
- 1585
-
Exploring Intrinsic Functional Differences of Gyri, Sulci and 2-Hinge, 3-Hinge Joints on Cerebral CortexGe, Fangfei / Zhang, Shu / Huang, Heng / Jiang, Xi / Dong, Qinglin / Guo, Lei / Wang, Xianqiao / Liu, Tianming et al. | 2019
- 1590
-
A Task Performance-guided Model of Functional Networks IdentificationZhao, Lin / Liu, Huan / Jiang, Xi / Zhao, Shijie / He, Zhibin / Liu, Tianming / Guo, Lei / Zhang, Tuo et al. | 2019
- 1594
-
A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRIZhang, Yin / Hu, Xintao / He, Chunlin / Wang, Xiangning / Ren, Yudan / Liu, Huan / Wang, Liting / Guo, Lei / Liu, Tianming et al. | 2019
- 1598
-
Graph Convolutional Network Analysis for Mild Cognitive Impairment PredictionZhao, Xin / Zhou, Feng / Ou-Yang, Le / Wang, Tianfu / Lei, Baiying et al. | 2019
- 1602
-
Classification As a Criterion to Select Model Order For Dynamic Functional Connectivity States in Rest-fMRI DataSaha, Debbrata K. / Abrol, Anees / Damaraju, Eswar / Rashid, Barnaly / Plis, Sergey M. / Calhoun, Vince D. et al. | 2019
- 1606
-
Cuda Parallelization of Commit Framework for Efficient Microstructure-Informed TractographyHernandez-Gutierrez, Erick / Ramirez-Manzanares, Alonso / Marroquin, Jose L. / Ocampo-Pineda, Mario / Daducci, Alessandro et al. | 2019
- 1610
-
A comparison between image and signal sharpness-based axial localization of ultrasound scatterersDiamantis, Konstantinos / Dalgarno, Paul A. / Anderson, Tom / Jensen, JOrgen Arendt / Sboros, Vassilis et al. | 2019
- 1614
-
Regularisation With a Dictionary of Lines for Medical Ultrasound Image DeconvolutionAnantrasirichai, Nantheera / Allinovi, Marco / Hayes, Wesley / Bull, David / Achim, Alin et al. | 2019
- 1618
-
Hybrid-Loss Guided 3D CNN For Dynamic Dual-Tracer PET ReconstructionXu, Jinmin / Liu, Huafeng et al. | 2019
- 1622
-
MRI Reconstruction Via Cascaded Channel-Wise Attention NetworkHuang, Qiaoying / Yang, Dong / Wu, Pengxiang / Qu, Hui / Yi, Jingru / Metaxas, Dimitris et al. | 2019
- 1627
-
Elastic Net Regularization in Diffuse Optical Tomography ApplicationsCausin, P. / Naldi, G. / Weishaeupl, R.M. et al. | 2019
- 1631
-
Edge-Guided Semi-Coupled Dictionary Learning Super Resolution for Retina ImageWang, Weifang / Dong, Jiwen / Niu, Sijie / Chen, Yuehui et al. | 2019
- 1635
-
Feature Aggregation in Perceptual Loss for Ultra Low-Dose (ULD) CT DenoisingGreen, Michael / Marom, Edith M. / Konen, Eli / Kiryati, Nahum / Mayer, Arnaldo et al. | 2019
- 1639
-
Spatially Varying Monte Carlo Sure for the Regularization of Biomedical ImagesPizzolato, Marco / Deriche, Rachid / Canales-Rodriguez, Erick Jorge / Thiran, Jean-Philippe et al. | 2019
- 1643
-
3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational AutoencodersBiffi, Carlo / Cerrolaza, Juan J. / Tarroni, Giacomo / de Marvao, Antonio / Cook, Stuart A. / O'Regan, Declan P. / Rueckert, Daniel et al. | 2019
- 1647
-
Using Virtual Digital Breast Tomosynthesis for De-Noising of Low-Dose Projection ImagesSahu, Pranjal / Huang, Hailiang / Zhao, Wei / Qin, Hong et al. | 2019
- 1652
-
Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance AssessmentAlimi, A. / Deslauriers-Gauthier, S. / Matuschke, F. / Schmitz, D. / Axer, M. / Deriche, R. et al. | 2019
- 1656
-
Fast Calculation Method of Average G-Factor for Wave-CAIPI ImagingWang, Haifeng / Qiu, Zhilang / Su, Shi / Ying, Leslie / Liang, Dong et al. | 2019
- 1660
-
Sparse Tensor Constrained for Low Dose CT ReconstructionKang, Yanqin / Liu, Jin / Gu, Yunbo / Chen, Yang et al. | 2019
- 1664
-
Sparse-View CT Reconstruction Based on Mojette Transfrom Using Convolutional Neural NetworkQu, Zhiping / Jiang, Min / Sun, Yi et al. | 2019
- 1669
-
How Can We Make Gan Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale ApproachZhu, Jin / Yang, Guang / Lio, Pietro et al. | 2019
- 1674
-
Scatgan for Reconstruction of Ultrasound Scatterers Using Generative Adversarial NetworksBahou, AndrawesAl / Tanner, Christine / Goksel, Orcun et al. | 2019
- 1678
-
A Comparative Study of CNN-Based Super-Resolution Methods in MRI ReconstructionZeng, Wei / Peng, Jie / Wang, Shanshan / Li, Zhicheng / Liu, Qiegen / Liang, Dong et al. | 2019
- 1683
-
2D Elasticity Reconstruction With Bi-Convex Alternating Direction Method of MultipliersMohammed, Shahed / Honarvar, Mohammad / Kozlowski, Piotr / Salcudean, Septimiu et al. | 2019
- 1688
-
Anisotropic Super Resolution In Prostate Mri Using Super Resolution Generative Adversarial NetworksSood, Rewa / Rusu, Mirabela et al. | 2019
- 1692
-
Accelerated Coronary Mri Using 3D Spirit-Raki With Sparsity RegularizationHosseini, Seyed Amir Hossein / Moeller, Steen / Weingartner, Sebastian / Ugurbil, Kamil / Akcakaya, Mehmet et al. | 2019
- 1696
-
Geometric Evaluation of Distortion Correction Methods in Diffusion MRI of the Spinal CordSnoussi, Haykel / Caruyer, Emmanuel / Cohen-Adad, Julien / Commowick, Olivier / Combes, Benoit / Bannier, Elise / Kerbrat, Anne / Barillot, Christian et al. | 2019
- 1700
-
Nonlocal Weighted Nuclear Norm Minimization based Sparse-Sampling CT Image ReconstructionYang, Kang / Xia, Wenjun / Bao, Peng / Zhou, Jiliu / Zhang, Yi et al. | 2019
- 1704
-
Application of Time-Fractional Order Bloch Equation in Magnetic Resonance FingerprintingWang, Haifeng / Zou, Lixian / Ye, Huihui / Su, Shi / Chang, Yuchou / Liu, Xin / Liang, Dong et al. | 2019
- 1708
-
On Multifractal Tissue Characterization in Ultrasound ImagingVillain, Edouard / Wendt, Herwig / Basarab, Adrian / Kouame, Denis et al. | 2019
- 1713
-
Realistic Super-Resolution Image Analysis for State of the Art 2D Contrast Enhanced Ultrasound ImagingKanoulas, Evangelos / Butler, Mairead / Duncan, Colin W / Lu, Weiping / Sboros, Vassilis et al. | 2019
- 1717
-
Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of HydronephrosisTabrizi, Pooneh R. / Mansoor, Awais / Cerrolaza, Juan J. / Zember, Jonathan / Pohl, Hans G. / Jago, James / Linguraru, Marius George et al. | 2019
- 1721
-
Two-dimensional temperature imaging using diagnostic ultrasound- Preliminary studies using phantom materialsDolui, Swapnil / Khairalseed, Mawia / Rivera Tarazona, Laura K. / Ware, Taylor H. / Hoyt, Kenneth et al. | 2019
- 1725
-
Ultrasound Elastography Utilizing Pre-Beam-Formed DataMirzaei, Morteza / Asif, Amir / Rivaz, Hassan et al. | 2019
- 1729
-
SUMNet: Fully Convolutional Model For Fast Segmentation of Anatomical Structures in Ultrasound VolumesNandamuri, Sumanth / China, Debarghya / Mitra, Pabitra / Sheet, Debdoot et al. | 2019
- 1733
-
Fusion Of Magnetic Resonance And Ultrasound Images: A Preliminary Study On Simulated DataMansouri, Oumaima El / Basarab, Adrian / Vidal, Fabien / Kouame, Denis / Tourneret, Jean-Yves et al. | 2019
- 1737
-
Improved quantitative contrast-enhanced ultrasound imaging of hepatocellular carcinoma response to transarterial chemoembolizationOezdemir, Ipek / Shaw, Collette / Eisenbrey, John R. / Hoyt, Kenneth et al. | 2019
- 1741
-
Fully-Automatic Segmentation Of Kidneys In Clinical Ultrasound Images Using A Boundary Distance Regression NetworkYin, Shi / Zhang, Zhengqiang / Li, Hongming / Peng, Qinmu / You, Xinge / Furth, Susan L. / Tasian, Gregory E. / Fan, Yong et al. | 2019
- 1745
-
Iteratively-Reweighted Beamforming For High-Resolution Ultrasound ImagingMahurkar, Amol G / Pokala, Praveenkumar / Seelamantula, Chandra Sekhar et al. | 2019
- 1749
-
L1 And L2 Norm Depth-Regularized Estimation Of The Acoustic Attenuation And Backscatter Coefficients Using Dynamic ProgrammingVajihi, Zara / Rosado-Mendez, Ivan / Hall, Timothy J. / Rivaz, Hassan et al. | 2019
- 1753
-
GPU Acceleration of Wave Based Transmission TomographyWang, Hongjian / Huynh, Thai Hoa / Gemmeke, Hartmut / Hopp, Torsten / Hesser, Juergen et al. | 2019
- 1757
-
Siamese Networks With Location Prior for Landmark Tracking in Liver Ultrasound SequencesGomariz, Alvaro / Li, Weiye / Ozkan, Ece / Tanner, Christine / Goksel, Orcun et al. | 2019
- 1761
-
Multi-anatomy localization in fetal echocardiography videosPatra, Arijit / Noble, J. Alison et al. | 2019
- 1765
-
Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase UpdatesMichailovich, Oleg / Basarab, Adrian / Kouame, Denis et al. | 2019
- 1769
-
Colormaps Of Computed Tomography Liver Perfusion Parameters Achieved Using Different Computing Methods MatchBevilacqua, Alessandro / Mottola, Margherita et al. | 2019
- 1774
-
Circular Pearson Correlation Using Cosine Series ExpansionHuang, Shih-Gu / Gritsenko, Andrey / Lindquist, Martin A. / Chung, Moo K. et al. | 2019
- 1778
-
Perfusion Monitoring by Contactless Photoplethy Smography ImagingLai, Marco / Shan, Caifeng / Ciuhu-Pijlman, Calina / Izamis, Maria-Louisa et al. | 2019
- 1783
-
FMRI Data Augmentation Via SynthesisZhuang, Peiye / Schwing, Alexander G. / Koyejo, Oluwasanmi et al. | 2019
- 1788
-
Explore the Hierarchical Auditory Information Processing Via Deep Convolutional AutoencoderWang, Liting / Hu, Xintao / Liu, Huan / Huang, Heng / Guo, Lei / Liu, Tianming et al. | 2019
- 1792
-
Bold Signal Deconvolution Under Uncertain HÆModynamics: A Semi-Blind ApproachFarouj, Younes / Karahanoglu, F. Isik / Ville, Dimitri Van De et al. | 2019
- 1797
-
Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins StudyYamin, A. / Dayan, M. / Squarcina, L. / Brambilla, P. / Murino, V. / Diwadkar, V. / Sona, D. et al. | 2019
- 1801
-
3D Dynamic MRI for Pelvis Observation - a First StepOgier, Augustin C. / Rapacchi, Stanislas / Troter, Arnaud Le / Bellemare, Marc-Emmanuel et al. | 2019
- 1805
-
Using Gradient as a New Metric for Dynamic Connectivity Estimation from Resting fMRI DataFaghiri, Ashkan / Stephen, Julia M. / Wang, Yu-Ping / Wilson, Tony W. / Calhoun, Vince D. et al. | 2019
- 1809
-
Curve Fitting Criteria to Determine Arterial Input Function for MR Perfusion AnalysisHuang, Adam / Lee, Chung-Wei / Liu, Hon-Man et al. | 2019
- 1813
-
Robust T2 Relaxometry With Hamiltonian MCMC for Myelin Water Fraction EstimationYu, Thomas / Pizzolato, Marco / Canales-Rodriguez, Erick Jorge / Thiran, Jean-Philippe et al. | 2019
- 1839
-
Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable ModelsRomani, Lucia / Badoual, Anais / Unser, Michael et al. | 2019
- 1844
-
Box Spline Projection in Non-Parallel GeometryZhang, Kai / Entezari, Alireza et al. | 2019
- 1850
-
Physician-Level Aggregated Classifier for Genetic Muscle DisordersKabeya, Yoshinori / Iwamori, Toshiya / Yonezawa, Sho / Takeuchi, Yusuke / Nakano, Hiroki / Nagisa, Yuhe / Okubo, Mariko / Inoue, Michio / Tokumasu, Reitaro / Ozawa, Issei et al. | 2019
- 1855
-
Mask-Driven Mitosis Detection In Histopathology ImagesDodballapur, Veena / Song, Yang / Huang, Heng / Chen, Mei / Chrzanowski, Wojciech / Cai, Weidong et al. | 2019
- 1860
-
Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological DatasetsMedela, Alfonso / Picon, Artzai / Saratxaga, Cristina L. / Belar, Oihana / Cabezon, Virginia / Cicchi, Riccardo / Bilbao, Roberto / Glover, Ben et al. | 2019
- 1865
-
Deep Attentive Feature Learning for Histopathology Image ClassificationWu, Pengxiang / Qu, Hui / Yi, Jingru / Huang, Qiaoying / Chen, Chao / Metaxas, Dimitris et al. | 2019
- 1869
-
SNOW: Semi-Supervised, Noisy And/Or Weak Data For Deep Learning In Digital PathologyFoucart, Adrien / Debeir, Olivier / Decaestecker, Christine et al. | 2019
- 1873
-
Determining Ischemic Stroke From CT-Angiography Imaging Using Symmetry-Sensitive Convolutional NetworksBarman, Arko / Inam, Mehmet E. / Lee, Songmi / Savitz, Sean / Sheth, Sunil / Giancardo, Luca et al. | 2019
- 1878
-
Segmentation and Recovery of Pathological MR Brain Images Using Transformed Low-Rank and Structured Sparse DecompositionLin, Chuanlu / Wang, Yi / Wang, Tianfu / Ni, Dong et al. | 2019
- 1882
-
Spherical U-Net For Infant Cortical Surface ParcellationZhao, Fenqiang / Xia, Shunren / Wu, Zhengwang / Wang, Li / Chen, Zengsi / Lin, Weili / Gilmore, John H / Shen, Dinggang / Li, Gang et al. | 2019
- 1887
-
Heritability of surface area and cortical thickness: a comparison between the Human Connectome Project and the UK Biobank datasetLe Guen, Yann / Karkar, Slim / Grigis, Antoine / Philippe, Cathy / Mangin, Jean-Francois / Frouin, Vincent et al. | 2019
- 1891
-
Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted From Structural And Functional MriMellema, Cooper / Treacher, Alex / Nguyen, Kevin / Montillo, Albert et al. | 2019
- 1896
-
Self-Attention Equipped Graph Convolutions for Disease PredictionKazi, Anees / krishna, S.Arvind / Shekarforoush, Shayan / Kortuem, Karsten / Albarqouni, Shadi / Navab, Nassir et al. | 2019
- 1900
-
Prostate Cancer Detection and Segmentation in Multi-parametric MRI via CNN and Conditional Random FieldCao, Ruiming / Zhong, Xinran / Shakeri, Sepideh / Bajgiran, Amirhossein Mohammadian / Mirak, Sohrab Afshari / Enzmann, Dieter / Raman, Steven S. / Sung, Kyunghyun et al. | 2019
- 1905
-
Classification and Detection in Mammograms With Weak Supervision Via Dual Branch Deep Neural NetBakalo, Ran / Ben-Ari, Rami / Goldberger, Jacob et al. | 2019
- 1910
-
Unsupervised Deep Novelty Detection: Application To Muscle Ultrasound And Myositis ScreeningBurlina, P. / Joshi, N. / Billings, S. / Wang, I. J. / Albayda, J. et al. | 2019
- 1915
-
Unsupervised Deep Transfer Feature Learning for Medical Image ClassificationAhn, Euijoon / Kumar, Ashnil / Feng, Dagan / Fulham, Michael / Kim, Jinman et al. | 2019
- c1
-
ISBI 2019 Cover Page| 2019
- i
-
ISBI 2019 Front Matter| 2019
- i
-
ISBI 2019 Copyright Page| 2019