Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty (Englisch)
- Neue Suche nach: Mehrtash, Alireza
- Neue Suche nach: Kapur, Tina
- Neue Suche nach: Tempany, Clare M.
- Neue Suche nach: Abolmaesumi, Purang
- Neue Suche nach: Wells, William M.
- Neue Suche nach: Mehrtash, Alireza
- Neue Suche nach: Kapur, Tina
- Neue Suche nach: Tempany, Clare M.
- Neue Suche nach: Abolmaesumi, Purang
- Neue Suche nach: Wells, William M.
In:
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)
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443-447
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2021
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty
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Beteiligte:Mehrtash, Alireza ( Autor:in ) / Kapur, Tina ( Autor:in ) / Tempany, Clare M. ( Autor:in ) / Abolmaesumi, Purang ( Autor:in ) / Wells, William M. ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:13.04.2021
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Format / Umfang:156869 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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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.
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- 575
-
2d-3d Hierarchical Feature Fusion Network For Segmentation Of Bone Structure In Knee Mr ImageWang, Hui / Yao, Demin / Chen, Jiayi / Liu, Yanjing / Li, Wensheng / Shi, Yonghong et al. | 2021
- 579
-
Reference-Based Texture Transfer For Single Image Super-Resolution Of Magnetic Resonance ImagesMadhu Mithra, K K / Ramanarayanan, Sriprabha / Ram, Keerthi / Sivaprakasam, Mohanasankar et al. | 2021
- 584
-
Multiview Virtual Confocal Microscopy Through A Multimode FiberSingh, Sakshi / Labouesse, Simon / Piestun, Rafael et al. | 2021
- 588
-
Analysis Of Lymph Node Tumor Features In Pet/Ct For SegmentationFarfan Cabrera, D.L. / Grossiord, E. / Gogin, N. / Papathanassiou, D. / Passat, N. et al. | 2021
- 593
-
Localization Of Cochlear Implant Electrodes From Cone Beam Computed Tomography Using Particle Belief PropagationHachmann, Hendrik / Kruger, Benjamin / Rosenhahn, Bodo / Nogueira, Waldo et al. | 2021
- 598
-
Accurate 3d Kidney Segmentation Using Unsupervised Domain Translation And Adversarial NetworksZeng, Wankang / Fan, Wenkang / Chen, Rong / Zheng, Zhuohui / Zheng, Song / Chen, Jianhui / Liu, Rong / Zeng, Qiang / Liu, Zengqin / Chen, Yinran et al. | 2021
- 603
-
Contrastive Representation Learning For Whole Brain Cytoarchitectonic Mapping In Histological Human Brain SectionsSchiffer, Christian / Amunts, Katrin / Harmeling, Stefan / Dickscheid, Timo et al. | 2021
- 607
-
DEEPACC:Automate Chromosome Classification Based On Metaphase Images Using Deep Learning Framework Fused With Priori KnowledgeXiao, Li / Luo, Chunlong et al. | 2021
- 611
-
Lightweight U-Net For Lesion Segmentation In Ultrasound ImagesLi, Yingping / Chouzenoux, Emilie / Charmettant, Benoit / Benatsou, Baya / Lamarque, Jean-Philippe / Lassau, Nathalie et al. | 2021
- 616
-
Butterfly-Net: Spatial-Temporal Architecture For Medical Image SegmentationKlymenko, Tetiana / Kim, Seong Tae / Lauber, Kirsten / Kurz, Christopher / Landry, Guillaume / Navab, Nassir / Albarqouni, Shadi et al. | 2021
- 621
-
Non-Convex Super-Resolution Of Oct Images Via Sparse RepresentationScrivanti, Gabriele / Calatroni, Luca / Morigi, Serena / Nicholson, Lindsay / Achim, Alin et al. | 2021
- 625
-
X-Ray Based Automatic Detection Of Brain Coil Compaction Using Unsupervised LearningFan, Shuyang / Inam, Mehmet Enes / Pena, Danilo / Chen, Peng Roc / Giancardo, Luca et al. | 2021
- 630
-
SGUNET: Semantic Guided UNET For Thyroid Nodule SegmentationPan, Huitong / Zhou, Quan / Latecki, Longin Jan et al. | 2021
- 635
-
A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT ScansVasilescu, Vlad / Neacsu, Ana / Chouzenoux, Emilie / Pesquet, Jean-Christophe / Burileanu, Corneliu et al. | 2021
- 640
-
Aura-Net: Robust Segmentation Of Phase-Contrast Microscopy Images with Few AnnotationsCohen, Ethan / Uhlmann, Virginie et al. | 2021
- 645
-
Asymmetric Attention Upsampling: Rethinking Upsampling For Biological Image SegmentationDong, Chunyu / Zhao, Qunfei / Chen, Kun / Huang, Xiaolin et al. | 2021
- 650
-
Multi-Domain Learning By Meta-Learning: Taking Optimal Steps In Multi-Domain Loss Landscapes By Inner-Loop LearningSicilia, Anthony / Zhao, Xingchen / Minhas, Davneet S. / O'Connor, Erin E. / Aizenstein, Howard J. / Klunk, William E. / Tudorascu, Dana L. / Hwang, Seong Jae et al. | 2021
- 655
-
The Effect of Preprocessing on Convolutional Neural Networks for Medical Image Segmentationde Raad, K.B. / van Garderen, K.A. / Smits, M. / van der Voort, S.R. / Incekara, F. / Oei, E.H.G. / Hirvasniemi, J. / Klein, S. / Starmans, M.P.A. et al. | 2021
- 659
-
Beds: Bagging Ensemble Deep Segmentation For Nucleus Segmentation With Testing Stage Stain AugmentationLi, Xing / Yang, Haichun / He, Jiaxin / Jha, Aadarsh / Fogo, Agnes B. / Wheless, Lee E. / Zhao, Shilin / Huo, Yuankai et al. | 2021
- 663
-
Using Uncertainty Estimation To Reduce False Positives In Liver Lesion DetectionBhat, Ishaan / Kuijf, Hugo J. / Cheplygina, Veronika / Pluim, Josien P.W. et al. | 2021
- 668
-
Automatic Multi Class Organelle Segmentation For Cellular Fib-Sem ImagesMeyer, Cyril / Mallouh, Veronique / Spehner, Daniele / Baudrier, Etienne / Schultz, Patrick / Naegel, Benoit et al. | 2021
- 673
-
Context Aggregation Network For Semantic Labeling In Histopathology ImagesSamanta, Pranab / Raipuria, Geetank / Singhal, Nitin et al. | 2021
- 677
-
Switchable Deep Beamformer For Ultrasound Imaging Using AdainKhan, Shujaat / Huh, Jaeyoung / Ye, Jong Chul et al. | 2021
- 681
-
Highly Accurate Automated Patient-Specific 3D Bone Pose and Scale Estimation Using Bi-Planar Pose-Invariant Patches in a CNN-Based 3D/2D Registration FrameworkKhameneh, Nahid Babazadeh / Vazquez, Carlos / Cresson, Thierry / Lavoie, Frederic / Guise, Jacques de et al. | 2021
- 685
-
Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple SclerosisBrusini, Lorenza / Cruciani, Federica / Galazzo, Ilaria Boscolo / Pitteri, Marco / Storti, Silvia F. / Calabrese, Massimiliano / Lorenzi, Marco / Menegaz, Gloria et al. | 2021
- 689
-
Emergent Symbolic Language Based Deep Medical Image ClassificationChowdhury, Aritra / Santamaria-Pang, Alberto / Kubricht, James R. / Tu, Peter et al. | 2021
- 693
-
Multimix: Sparingly-Supervised, Extreme Multitask Learning from Medical ImagesHaque, Ayaan / Imran, Abdullah-Al-Zubaer / Wang, Adam / Terzopoulos, Demetri et al. | 2021
- 697
-
Ultrasound Confidence Maps Of Intensity And Structure Based On Directed Acyclic Graphs And Artifact ModelsHung, Alex Ling Yu / Chen, Wanwen / Galeotti, John et al. | 2021
- 702
-
Image Registration with Optimal Regularization Parameter Selection by Learned Auto Encoder FeaturesAkossi, Aurelie / Wang, Fusheng / Teodoro, George / Kong, Jun et al. | 2021
- 706
-
Deep Elastica For Image SegmentationChen, Xu / Luo, Xiangde / Wangy, Guotai / Zhengy, Yalin et al. | 2021
- 711
-
Going Deeper With Brain Morphometry Using Neural NetworksCruz, Rodrigo Santa / Lebrat, Leo / Bourgeat, Pierrick / Dore, Vincent / Dowling, Jason / Fripp, Jurgen / Fookes, Clinton / Salvado, Olivier et al. | 2021
- 716
-
A Course-Focused Dual Curriculum For Image CaptioningAlsharid, Mohammad / El-Bouri, Rasheed / Sharma, Harshita / Drukker, Lior / Papageorghiou, Aris T. / Noble, J. Alison et al. | 2021
- 721
-
Deep Cortical Vessel Segmentation Driven By Data Augmentation With Neural Image AnalogyNercessiany, Michael / Haouchine, Nazim / Juvekar, Parikshit / Frisken, Sarah / Golby, Alexandra et al. | 2021
- 725
-
Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure EstimationZucchelli, Mauro / Deslauriers-Gauthier, Samuel / Deriche, Rachid et al. | 2021
- 729
-
Comparison of Classical Machine Learning & Deep Learning to Characterise Fibrosis & Inflammation Using Quantitative MRIChan, Emily / Kelly, Matt / Schnabel, Julia A. et al. | 2021
- 733
-
Real-Time Coarse-to-Fine Depth Estimation on Stereo Endoscopic Images With Self-Supervised LearningYang, Haotian / Kahrs, Lueder A. et al. | 2021
- 738
-
Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix CompletionLiang, Qinghao / Negahban, Sahand / Chang, Joseph / Zhou, Harrison H. / Scheinost, Dustin et al. | 2021
- 743
-
Combining Bayesian And Deep Learning Methods For The Delineation Of The Fan In Ultrasound ImagesDadoun, Hind / Delingette, Herve / Rousseau, Anne-Laure / Kerviler, Eric de / Ayache, Nicholas et al. | 2021
- 748
-
Learning To Recover Sharp Detail From Simulated Low-Dose Ct StudiesCole, Patrick / Pyrros, Ayis / Koyejo, Oluwasanmi et al. | 2021
- 753
-
Cooperating Networks To Enforce A Similarity Constraint In Paired But Unregistered Multimodal Liver SegmentationCouteaux, Vincent / Trintignac, Mathilde / Nempont, Olivier / Pizaine, Guillaume / Vlachomitrou, Anna Sesilia / Valette, Pierre-Jean / Milot, Laurent / Bloch, Isabelle et al. | 2021
- 757
-
Geometric Morphology Based Irrelevant Vessels Removal For Accurate Coronary Artery SegmentationWang, Qin / Zhao, Weibing / Yan, Xu / Che, Hui / Ye, Kunlin / Lu, Yingfeng / Li, Zhen / Cui, Shuguang et al. | 2021
- 761
-
DeepScribble: Interactive Pathology Image Segmentation Using Deep Neural Networks with ScribblesCho, Sungduk / Jang, Hyungjoon / Tan, Jing Wei / Jeong, Won-Ki et al. | 2021
- 766
-
SA-Net: A Sequence Aware Network for the Segmentation of the Left Atrium in Cine MRI DatasetsUslu, Fatmatulzehra / Varela, Marta et al. | 2021
- 770
-
DA-GAN: Learning Structured Noise Removal In Ultrasound Volume Projection Imaging For Enhanced Spine SegmentationHuang, Zixun / Zhao, Rui / Leung, Frank H. F. / Lam, Kin-Man / Ling, Sai Ho / Lyu, Juan / Banerjee, Sunetra / Lee, Timothy Tin-Yan / Yang, De / Zheng, Yong-Ping et al. | 2021
- 775
-
Dark Field Sensitivity In Single Mask Edge Illumination Lung ImagingSanctorum, Jonathan / Sijbers, Jan / Beenhouwer, Jan De et al. | 2021
- 779
-
Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy ImagesChen, Yuqian / Song, Yang / Zhang, Chaoyi / Zhang, Fan / O'Donnell, Lauren / Chrzanowski, Wojciech / Cai, Weidong et al. | 2021
- 783
-
Nonuniform Fast Fourier Transform on TpusLu, Tianjian / Marin, Thibault / Zhuo, Yue / Chen, Yi-Fan / Ma, Chao et al. | 2021
- 788
-
Statistical Comparisons Of Chromosomal Shape PopulationsSoto, Carlos J. / Zhao, Peiyao A. / Klein, Kyle N. / Gilbert, David M. / Srivastava, Anuj et al. | 2021
- 792
-
Spherical Harmonics For Shape-Constrained 3d Cell SegmentationEschweiler, Dennis / Rethwisch, Malte / Koppers, Simon / Stegmaier, Johannes et al. | 2021
- 797
-
Optimal-Transport-Based Metric For SMLMDenoyelle, Quentin / Pham, Thanh-an / Pla, Pol del Aguila / Sage, Daniel / Unser, Michael et al. | 2021
- 802
-
Sparse Recovery Of Imaging Transcriptomics DataBryan, John P. / Cleary, Brian / Farhi, Samouil L. / Eldar, Yonina C. et al. | 2021
- 807
-
Channel Scaling: A Scale-And-Select Approach For Transfer LearningWong, Ken C. L. / Kashyap, Satyananda / Moradi, Mehdi et al. | 2021
- 812
-
Information Flow Through U-NetsLee, Suemin / Bajic, Ivan V. et al. | 2021
- 817
-
Efficient Binary Cnn For Medical Image SegmentationBrahma, Kaustav / Kumar, Viksit / Samir, Anthony E. / Chandrakasan, Anantha P. / Eldar, Yonina C. et al. | 2021
- 822
-
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image SegmentationGandhi, Rutu / Hong, Yi et al. | 2021
- 827
-
Mssa-Net: Multi-Scale Self-Attention Network For Breast Ultrasound Image SegmentationXu, Meng / Huang, Kuan / Chen, Qiuxiao / Qi, Xiaojun et al. | 2021
- 832
-
Contribution Of Imaging-Genetics To Overall Survival Prediction Compared To Clinical Status For Pcnsl PatientsRebei, Amine / Alentorn, Agusti / Chegraoui, Hamza / Frouin, Vincent / Philippe, Cathy et al. | 2021
- 836
-
Age-Related Heterochronicity Of Brain Morphometry May Bias Voxelwise FindingsZhu, Alyssa H. / Thompson, Paul M. / Jahanshad, Neda et al. | 2021
- 840
-
Improved Brain Age Estimation With Slice-Based Set NetworksGupta, Umang / Lam, Pradeep K. / Steeg, Greg Ver / Thompson, Paul M. et al. | 2021
- 845
-
Spatially Adaptive Morphometric Knowledge Transfer Across Neurodegenerative DiseasesZhao, Yuji / Kurmukov, Anvar / Gutman, Boris A. et al. | 2021
- 850
-
Automatic Detection of Plis De Passage in the Superior Temporal Sulcus using Surface Profiling and Ensemble SVMSong, Tianqi / Bodin, Clementine / Coulon, Olivier et al. | 2021
- 854
-
Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical FeasibilityPham, Thanh-an / Soubies, Emmanuel / Soulez, Ferreol / Unser, Michael et al. | 2021
- 858
-
Stacked Pointnets For Alignment Of Particles With Cylindrical Symmetry In Single Molecule Localization MicroscopyFan, Youbo / Faisan, Sylvain / Baudrier, Etienne / Zwettler, Fabian / Sauer, Markus / Fortun, Denis et al. | 2021
- 863
-
Blind Denoising of Fluorescence Microscopy Images Using GAN-Based Global Noise ModelingZhong, Liqun / Liu, Guole / Yang, Ge et al. | 2021
- 868
-
Unequivocal Cardiac Phase Sorting From Alternating Ramp-And Pulse-Illuminated Microscopy Image SequencesMariani, Olivia / Marelli, Francois / Jaques, Christian / Ernst, Alexander / Liebling, Michael et al. | 2021
- 873
-
Deep Learning For Particle Detection And Tracking In Fluorescence Microscopy ImagesRitter, C. / Spilger, R. / Lee, J.-Y. / Bartenschlager, R. / Rohr, K. et al. | 2021
- 877
-
Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRIZheng, Haoxin / Miao, Qi / Raman, Steven S. / Scalzo, Fabien / Sung, Kyunghyun et al. | 2021
- 882
-
Predicting Mutation Status and Recurrence Free Survival in Non-Small Cell Lung Cancer: A Hierarchical ct Radiomics – Deep Learning ApproachPatel, Divek / Cowan, Connor / Prasanna, Prateek et al. | 2021
- 886
-
Delta-Radiomics Signature For Prediction Of Survival In Advanced Nsclc Patients Treated With ImmunotherapyFarina, B. / Ramos Guerra, A. D. / Miras, C. Palacios / Madueno, G. Gallardo / Munoz-Barrutia, Arrate / Peces-Barba, G. R. / Maceiras, L. Seijo / Corral, J. / Gil-Bazo, I. / Gomez, M. Domine et al. | 2021
- 891
-
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct ScansPino, C. / Palazzo, S. / Trenta, F. / Cordero, F. / Bagci, U. / Rundo, F. / Battiato, S. / Giordano, D. / Aldinucci, M. / Spampinato, C. et al. | 2021
- 895
-
Joint Multi-Task Learning for Survival Prediction of Gastric Cancer Patients using CT ImagesZhang, Liwen / Dong, Di / Liu, Zaiyi / Zhou, Junlin / Tian, Jie et al. | 2021
- 899
-
Learning Mri Contrast-Agnostic RegistrationHoffmann, Malte / Billot, Benjamin / Iglesias, Juan E. / Fischl, Bruce / Dalca, Adrian V. et al. | 2021
- 904
-
A Multiple Decoder Cnn For Inverse Consistent 3d Image RegistrationNazib, Abdullah / Fookes, Clinton / Salvado, Olivier / Perrin, Dimitri et al. | 2021
- 908
-
A New Unsupervised Learning Method for 3D Deformable Medical Image RegistrationZhu, Yongpei / Zhou, Zicong / Liao, Guojun / Yuan, Kehong et al. | 2021
- 913
-
Cascaded Feature Warping Network For Unsupervised Medical Image RegistrationZhang, Liutong / Zhou, Lei / Li, Ruiyang / Wang, Xianyu / Han, Boxuan / Liao, Hongen et al. | 2021
- 917
-
Enhancing 4d Cardiac Mri Registration Network With A Motion Prior Learned From Coronary CtaSang, Yudi / Cao, Minsong / McNitt-Gray, Michael / Gao, Yu / Hu, Peng / Yan, Ran / Yang, Yingli / Ruan, Dan et al. | 2021
- 921
-
Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based AnnotationXie, Cong / Cao, Shilei / Wei, Dong / Zhou, Hongyu / Ma, Kai / Zhang, Xianli / Qian, Buyue / Wang, Liansheng / Zheng, Yefeng et al. | 2021
- 925
-
Multi-Task Curriculum Learning For Semi-Supervised Medical Image SegmentationWang, Kaiping / Zhan, Bo / Luo, Yanmei / Zhou, Jiliu / Wu, Xi / Wang, Yan et al. | 2021
- 929
-
Nu3D: 3D Nuclei Segmentation from Light-Sheet Microscopy Images of the Embryonic HeartSarkar, Rituparna / Darby, Daniel / Foucambert, Heloise / Meilhac, Sigolene / Olivo-Marin, Jean-Christophe et al. | 2021
- 934
-
Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope ImagesWang, Heng / Song, Yang / Zhang, Chaoyi / Yu, Jianhui / Liu, Siqi / Pengy, Hanchuan / Cai, Weidong et al. | 2021
- 939
-
Ultrasound-Based Tracking Of Partially In-Plane, Curved NeedlesChen, Wanwen / Mehta, Kathan Nilesh / Bhanushali, Bhumi Dinesh / Galeotti, John et al. | 2021
- 944
-
Morphological Reconstruction of Detached Dendritic Spines via Geodesic Path PredictionJain, Sammit / Mukherjee, Suvadip / Danglot, Lydia / Olivo-Marin, Jean-Christophe et al. | 2021
- 948
-
Lubrav: A New Framework For The Segmentation Of The Lung’s Tubular StructuresHeitz, Adrien / Weinzorn, Julien / Noblet, Vincent / Naegel, Benoit / Charnoz, Arnaud / Heitz, Fabrice / Soler, Luc et al. | 2021
- 953
-
Style Normalization In Histology With Federated LearningKe, Jing / Shen, Yiqing / Lu, Yizhou et al. | 2021
- 957
-
Deep Learning in Signal Linearization for Harmonic Imaging ApplicationFouad, Mariam / Schmitz, Georg / Huebner, Michael / Ghany, Mohamed A. Abd El et al. | 2021
- 961
-
Three Dimensional Synthetic Non-Ellipsoidal Nuclei Volume Generation Using Bézier CurvesChen, Alain / Wu, Liming / Han, Shuo / Salama, Paul / Dunn, Kenneth W. / Delp, Edward J. et al. | 2021
- 966
-
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic AnemiasSadafi, Ario / Sans, Lucia Maria Moya / Makhro, Asya / Livshits, Leonid / Navab, Nassir / Bogdanova, Anna / Albarqouni, Shadi / Marr, Carsten et al. | 2021
- 971
-
A New Hypergraph Clustering Method For Exploring Transdiagnostic Biotypes In Mental Illnesses: Application To Schizophrenia And Psychotic Bipolar DisorderDu, Yuhui / Niu, Ju / Calhoun, Vince D et al. | 2021
- 975
-
Ct Reconstruction With Pdf: Parameter-Dependent Framework For Multiple Scanning Geometries And Dose LevelsXia, Wenjun / Lu, Zexin / Huang, Yongqiang / Liu, Yan / Zhou, Jiliu / Zhang, Yi et al. | 2021
- 980
-
Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited DataSantilli, Alice M.L. / Jamzad, Amoon / Sedghi, Alireza / Kaufmann, Martin / Merchant, Shaila / Engel, Jay / Logan, Kathryn / Wallis, Julie / Janssen, Natasja / Varmak, Sonal et al. | 2021
- 985
-
Confidence-Quantifying Landmark Localisation For Cardiac MRISchobs, Lawrence / Zhou, Shuo / Cogliano, Marcella / Swift, Andrew J. / Lu, Haiping et al. | 2021
- 989
-
Automatic Detection of B-lines in Lung Ultrasound Videos from Severe Dengue PatientsKerdegari, Hamideh / Nhat, Phung Tran Huy / McBride, Angela / Razavi, Reza / Hao, Nguyen Van / Thwaites, Louise / Yacoub, Sophie / Gomez, Alberto et al. | 2021
- 994
-
A Multimodal Learning Framework to Study Varying Information Complexity in Structural and Functional Sub-Domains in SchizophreniaBatta, Ishaan / Abrol, Anees / Fu, Zening / Calhoun, Vince et al. | 2021
- 999
-
Multi-Structure Deep Segmentation With Shape Priors And Latent Adversarial RegularizationBoutillon, A. / Borotikar, B. / Pons, C. / Burdin, V. / Conze, P.-H. et al. | 2021
- 1003
-
Potential Biomarkers From Positive Definite 4th Order Tensors In HardiKaushik, Sumit / Kybic, Jan / Bansal, Avinash / Bihonegn, Temesgen / Slovak, Jan et al. | 2021
- 1007
-
Bayesian Optimization of 2D Echocardiography SegmentationTran, Tung / Stough, Joshua V. / Zhang, Xiaoyan / Haggerty, Christopher M. et al. | 2021
- 1012
-
Consistent Recurrent Neural Networks For 3d Neuron Segmentation.Gonda, Felix / Wei, Donglai / Pfister, Hanspeter et al. | 2021
- 1017
-
Prediction of Low-Kev Monochromatic Images From Polyenergetic CT Scans For Improved Automatic Detection of Pulmonary EmbolismSeibold, Constantin / Fink, Matthias A. / Goos, Charlotte / Kauczor, Hans-Ulrich / Schlemmer, Heinz-Peter / Stiefelhagen, Rainer / Kleesiek, Jens et al. | 2021
- 1021
-
Analytical Globally-Regularized Estimation Of Effective Scatterer Diameter And Acoustic Concentration in Quantitative UltrasoundJafarpisheh, Noushin / Rosado-Mendez, Ivan M. / Hall, Timothy J. / Rivaz, Hassan et al. | 2021
- 1025
-
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of PrematurityChen, Shaobin / Zhang, Rugang / Chen, Guozhen / Zhao, Jinfeng / Wang, Tianfu / Zhang, Guoming / Lei, Baiying et al. | 2021
- 1029
-
Multi-Object Dynamic Memory Network For Cell Tracking in Time-Lapse Microscopy ImagesLi, Ran / Gao, Qi / Rohr, Karl et al. | 2021
- 1033
-
MMBERT: Multimodal BERT Pretraining for Improved Medical VQAKhare, Yash / Bagal, Viraj / Mathew, Minesh / Devi, Adithi / Priyakumar, U Deva / Jawahar, CV et al. | 2021
- 1037
-
Fast Whole Slide Image Analysis Of Cervical Cancer Using Weak AnnotationLing, Min / Lv, Guofeng / Wang, Jue / Hao, Xiaoyu / Shi, Jun / An, Hong et al. | 2021
- 1042
-
Focusnet++: Attentive Aggregated Transformations For Efficient And Accurate Medical Image SegmentationKaul, Chaitanya / Pears, Nick / Dai, Hang / Murray-Smith, Roderick / Manandhar, Suresh et al. | 2021
- 1047
-
Robust White Matter Hyperintensity Segmentation On Unseen DomainZhao, Xingchen / Sicilia, Anthony / Minhas, Davneet S. / O'Connor, Erin E. / Aizenstein, Howard J. / Klunk, William E. / Tudorascu, Dana L. / Hwang, Seong Jae et al. | 2021
- 1052
-
Post Training Uncertainty Calibration Of Deep Networks For Medical Image SegmentationRousseau, Axel-Jan / Becker, Thijs / Bertels, Jeroen / Blaschko, Matthew B. / Valkenborg, Dirk et al. | 2021
- 1057
-
Low-Dose Dual KVP Switching Using A Static Coded ApertureCuadros, Angela P. / Restrepo, Carlos M. / Noel, Peter et al. | 2021
- 1062
-
A More Interpretable Classifier For Multiple SclerosisWargnier-Dauchelle, V. / Grenier, T. / Durand-Dubief, F. / Cotton, F. / Sdika, M. et al. | 2021
- 1067
-
Modeling of Textures to Predict Immune Cell Status and Survival of Brain Tumour PatientsChaddad, Ahmad / Zhang, Mingli / Hassan, Lama / Niazi, Tamim et al. | 2021
- 1072
-
Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density ExtrapolationYang, Qianye / Vercauteren, Tom / Fu, Yunguan / Giganti, Francesco / Ghavami, Nooshin / Stavrinides, Vasilis / Moore, Caroline / Clarkson, Matt / Barratt, Dean / Hu, Yipeng et al. | 2021
- 1077
-
Federated Learning for Site Aware Chest Radiograph ScreeningChakravarty, Arunava / Kar, Avik / Sethuraman, Ramanathan / Sheet, Debdoot et al. | 2021
- 1082
-
Splinedist: Automated Cell Segmentation With Spline CurvesMandal, Soham / Uhlmann, Virginie et al. | 2021
- 1087
-
Metal Artifact Reduction In Cone-Beam Extremity Images Using Gated ConvolutionsAgrawal, Harshit / Hietanen, Ari / Sarkka, Simo et al. | 2021
- 1091
-
Deep Learning For Light Field Microscopy Using Physics-Based ModelsVerinaz-Jadan, Herman / Song, Pingfan / Howe, Carmel L. / Quicke, Peter / Foust, Amanda J. / Dragotti, Pier Luigi et al. | 2021
- 1095
-
Reconstruction and Segmentation of Parallel MR Data Using Image Domain Deep-SLRPramanik, Aniket / Jacob, Mathews et al. | 2021
- 1099
-
Dynamic Imaging Using Deep Bilinear Unsupervised Learning (Deblur)Ahmed, Abdul Haseeb / Nagpal, Prashant / Kruger, Stanley / Jacob, Mathews et al. | 2021
- 1103
-
Enhancing HARDI Reconstruction from Undersampled Data Via Multi-Context and Feature Inter-Dependency GANJha, Ranjeet Ranjan / Gupta, Hritik / Pathak, Sudhir K / Schneider, Walter / Rathish Kumar, B. V. / Bhavsar, Arnav / Nigam, Aditya et al. | 2021
- 1112
-
Mitosis Detection In Phase Contrast Microscopy Image Sequences Using Spatial Segmentation And Spatio-Temporal Localization RefinementVerma, Ekansh / Singh, Vijendra / Safwan, Mohammed et al. | 2021
- 1117
-
Breast Mass Detection And Classification Algorithm Based On Temporal Subtraction Of Sequential MammogramsLoizidou, Kosmia / Skouroumouni, Galateia / Nikolaou, Christos / Pitris, Costas et al. | 2021
- 1122
-
Unsupervised Neural Tracing In Densely Labeled Multispectral Brainbow ImagesDuan, Bin / Walker, Logan A / Roossien, Douglas H / Shen, Fred Y / Cai, Dawen / Yan, Yan et al. | 2021
- 1127
-
Unsupervised Region-Based Anomaly Detection In Brain MRI With Adversarial Image InpaintingNguyen, Bao / Feldman, Adam / Bethapudi, Sarath / Jennings, Andrew / Willcocks, Chris G. et al. | 2021
- 1132
-
Landmark Constellation Models For Central Venous Catheter Malposition DetectionSirazitdinov, Ilyas / Lenga, Matthias / Baltruschat, Ivo M. / Dylov, Dmitry V. / Saalbach, Axel et al. | 2021
- 1137
-
Automated Robotic Surface Scanning With Optical Coherence TomographySprenger, J. / Saathoff, T. / Schlaefer, A. et al. | 2021
- 1141
-
Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy SegmentationWang, Lianyu / Chen, Zhongyue / Wang, Meng / Wang, Tingting / Zhu, Weifang / Chen, Xinjian et al. | 2021
- 1145
-
Predicting Progression from Mild Cognitive Impairment to Alzheimer’s Disease using MRI-based Cortical Features and a Two-State Markov ModelFiciara, Eleonora / Crespi, Valentino / Gadewar, Shruti Prashant / Thomopoulos, Sophia I. / Boyd, Joshua / Thompson, Paul M. / Jahanshad, Neda / Pizzagalli, Fabrizio et al. | 2021
- 1150
-
Particle-Based Segmentation Of Extended Objects On Curved Biological MembranesSolomatina, A. / Kalaidzidis, Y. / Cezanne, A. / Soans, K. / Norden, C. / Zerial, M. / Sbalzarini, I. F. et al. | 2021
- 1155
-
Ultimate Reconstruction: Understand Your Bones From Orthogonal ViewsPan, Yongsheng / Xia, Yong et al. | 2021
- 1159
-
Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic PerformanceBone, Alexandre / Ammari, Samy / Lamarque, Jean-Philippe / Elhaik, Mickael / Chouzenoux, Emilie / Nicolas, Francois / Robert, Philippe / Balleyguier, Corinne / Lassau, Nathalie / Rohe, Marc-Michel et al. | 2021
- 1164
-
Brain Surface Reconstruction from MRI Images based on Segmentation Networks Applying Signed Distance MapsFang, Heng / Yang, Xi / Kin, Taichi / Igarashi, Takeo et al. | 2021
- 1169
-
Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival AnalysisWang, Hongzhi / Subramanian, Vaishnavi / Syeda-Mahmood, Tanveer et al. | 2021
- 1173
-
Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac SpectLiu, Junchi / Yang, Yongyi / Wernick, Miles N. / Pretorius, P. Hendrik / King, Michael A. et al. | 2021
- 1177
-
A Learned Representation For Multi-Variable Ultrasonic Lesion QuantificationOh, SeokHwan / Kim, Myeong-Gee / Kim, YoungMin / Bae, Hyeon-Min et al. | 2021
- 1182
-
An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr ScansGadermayr, M. / Tschuchnig, M. / Gupta, L. / Kramer, N. / Truhn, D. / Merhof, D. / Gess, B. et al. | 2021
- 1187
-
Exploring Genetic-histologic Relationships in Breast CancerChauhan, Ruchi / Vinod, PK / Jawahar, CV et al. | 2021
- 1191
-
Scaling Neuroscience Research Using Federated LearningStripelis, Dimitris / Ambite, Jose Luis / Lam, Pradeep / Thompson, Paul et al. | 2021
- 1196
-
An Augmentation Strategy to Mimic Multi-Scanner Variability in MRIMeyer, Maria Ines / de la Rosa, Ezequiel / Barros, Nuno / Paolella, Roberto / Van Leemput, Koen / Sima, Diana M. et al. | 2021
- 1201
-
No-Reference Image Quality Assessment Of T2-Weighted Magnetic Resonance Images In Prostate Cancer PatientsMasoudi, Samira / Harmon, Stephanie / Mehralivand, Sherif / Lay, Nathan / Bagci, Ulas / Wood, Bradford J. / Pinto, Peter A. / Choyke, Peter / Turkbey, Baris et al. | 2021
- 1206
-
Towards a generalization of the MP2RAGE partial volume estimation model to account for B1+ inhomogeneities at 7TBeaumont, J. / Acosta, O. / Raniga, P. / Gambarota, G. / Fripp, J. et al. | 2021
- 1210
-
Massive-Training Artificial Neural Network (Mtann) With Special Kernel For Artifact Reduction In Fast-Acquisition Mri Of The KneeXiang, Maodong / Jin, Ze / Suzuki, Kenji et al. | 2021
- 1214
-
Mr Fingerprinting Reconstruction Using Structured Low-Rank Matrix Recovery And Subspace ModelingLi, Peng / Hu, Yue et al. | 2021
- 1218
-
Spatial Decomposition For Robust Domain Adaptation In Prostate Cancer DetectionGrebenisan, Andrew / Sedghi, Alireza / Izard, Jason / Siemens, Robert / Menard, Alexandre / Mousavi, Parvin et al. | 2021
- 1223
-
Model Adaptation In Biomedical Image ReconstructionGilton, Davis / Ongie, Greg / Willett, Rebecca et al. | 2021
- 1227
-
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery SegmentationZhang, Jingyang / Gu, Ran / Wang, Guotai / Xie, Hongzhi / Gu, Lixu et al. | 2021
- 1232
-
Subspace-based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis within a Small Chest X-ray Image DatasetSanchez, Karen / Hinojosa, Carlos / Arguello, Henry / Freiss, Simon / Sans, Nicolas / Kouame, Denis / Meyrignac, Olivier / Basarab, Adrian et al. | 2021
- 1236
-
Unsupervised Adversarial Domain Adaptation for Multi-Label Classification of Chest X-RayPham, D. D. / Koesnadi, S. M. / Dovletov, G. / Pauli, J. et al. | 2021
- 1254
-
Unsupervised Representation Learning From Pathology Images With Multi-Directional Contrastive Predictive CodingCarse, Jacob / Carey, Frank / McKenna, Stephen et al. | 2021
- 1259
-
SIAMATSN: Real-Time Carotid Plaque Tracking and Segmentation of Ultrasonic VideosLi, Leyin / Hu, Zhaoyu / Huang, Yunqian / Zhu, Wenqian / Wang, Yuanyuan / Chen, Man / Yu, Jinhua et al. | 2021
- 1264
-
Deep Bayesian Image Segmentation For A More Robust Ejection Fraction EstimationJafari, Mohammad H. / Woudenberg, Nathan Van / Luong, Christina / Abolmaesumi, Purang / Tsang, Teresa et al. | 2021
- 1269
-
Labeling Cost Sensitive Batch Active Learning For Brain Tumor SegmentationShen, Maohao / Zhang, Jacky Y. / Chen, Leihao / Yan, Weiman / Jani, Neel / Sutton, Brad / Koyejo, Oluwasanmi et al. | 2021
- 1274
-
Texture Analysis Of T1-Weighted Turbo Spin-Echo Mri For The Diagnosis And Follow-Up Of Collagen Vi-Related MyopathyRodrigues, Rafael / de la Banda, Marta Gomez-Garcia / Tordjman, Mickael / Gomez-Andres, David / Quijano-Roy, Susana / Carlier, Robert-Yves / Pinheiro, Antonio M. G. et al. | 2021
- 1279
-
Colon10k: A Benchmark For Place Recognition In ColonoscopyMa, Ruibin / McGill, Sarah K. / Wang, Rui / Rosenman, Julian / Frahm, Jan-Michael / Zhang, Yubo / Pizer, Stephen et al. | 2021
- 1284
-
The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur LocalizationTao, Xing / Yuan, Chenglang / Bian, Cheng / Li, Yuexiang / Ma, Kai / Ni, Dong / Zheng, Yefeng et al. | 2021
- 1288
-
Region Specific Automatic Quality Assurance For MRI-Derived Cortical SegmentationsGadewar, Shruti / Zhu, Alyssa H. / Thomopoulos, Sophia I. / Li, Zhuocheng / Gari, Iyad Ba / Maiti, Piyush / Thompson, Paul M. / Jahanshad, Neda et al. | 2021
- 1292
-
A Multi-Pronged Evaluation For Image Normalization TechniquesLi, Tianqing / Wei, Leihao / Hsu, William et al. | 2021
- 1297
-
3D Topology-Preserving Segmentation with Compound Multi-Slice RepresentationYang, Jiaqi / Hu, Xiaoling / Chen, Chao / Tsai, Chialing et al. | 2021
- 1302
-
Invnet: A Deep Learning Approach To Invert Complex Deformation FieldsWodzinski, Marek / Muller, Henning et al. | 2021
- 1306
-
Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional NetworkBakht, Ahsan Baidar / Javed, Sajid / AlMarzouqi, Hasan / Khandoker, Ahsan / Werghi, Naoufel et al. | 2021
- 1310
-
Analysis Of Flat Fields In Edge Illumination Phase Contrast ImagingHuyge, Ben / Sanctorum, Jonathan / Six, Nathanael / Beenhouwer, Jan De / Sijbers, Jan et al. | 2021
- 1314
-
Automated Segmentation Of Corneal Nerves In Confocal Microscopy Via Contrastive Learning Based Synthesis And Quality EnhancementLin, Li / Cheng, Pujin / Wang, Zhonghua / Li, Meng / Wang, Kai / Tang, Xiaoying et al. | 2021
- 1319
-
Retinal Vessel Segmentation Via Context Guide Attention Net With Joint Hard Sample Mining StrategyWang, Changwei / Xu, Rongtao / Zhang, Yuyang / Xu, Shibiao / Zhang, Xiaopeng et al. | 2021
- 1324
-
Improving Domain Generalization in Segmentation Models with Neural Style TransferKline, Timothy L. et al. | 2021
- 1329
-
Multi-Task Semi-Supervised Learning For Pulmonary Lobe SegmentationJia, Jingnan / Zhai, Zhiwei / Bakker, M. Els / Hernandez-Giron, I. / Staring, Marius / Stoel, Berend C. et al. | 2021
- 1333
-
Deep-Learning Estimation of Perfusion Kinetic Parameters in Contrast-Enhanced Ultrasound ImagingGrisan, Enrico / Harput, Sevan / Raffeiner, Bernd / Fiocco, U. / Stramare, Roberto et al. | 2021
- 1338
-
A Metamodel Structure For Regression Analysis: Application To Prediction Of Autism Spectrum Disorder SeverityWang, Shiyu / Dvornek, Nicha C. et al. | 2021
- 1342
-
Time Of Arrival Delineation In Echo Traces For Reflection Ultrasound TomographyChintada, Bhaskara R / Rau, Richard / Goksel, Orcun et al. | 2021
- 1346
-
Toothpix: Pixel-Level Tooth Segmentation in Panoramic X-Ray Images based on Generative Adversarial NetworksCui, Weiwei / Zeng, Liaoyuan / Chong, Bunsan / Zhang, Qianni et al. | 2021
- 1351
-
Reconstruction Of Quantitative Susceptibility Maps From Phase Of Susceptibility Weighted Imaging With Cross-Connected Ψ-NetLu, Zhiyang / Li, Jun / Li, Zheng / He, Hongjian / Shi, Jun et al. | 2021
- 1356
-
Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer’s DiseaseSarasua, Ignacio / Lee, Jonwong / Wachinger, Christian et al. | 2021
- 1360
-
Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer PatientsCros, Samuel / Vorontsov, Eugene / Kadoury, Samuel et al. | 2021
- 1365
-
A Deep Neural Network To Recover Missing Data In Small Animal Pet Imaging: Comparison Between Sinogram- And Image-Domain ImplementationsAmirrashedi, Mahsa / Sarkar, Saeed / Ghadiri, Hossein / Ghafarian, Pardis / Zaidi, Habib / Ay, Mohammad Reza et al. | 2021
- 1369
-
Hippocampus Segmentation On High Resolution Diffusion MRIEfird, Cory / Neumann, Samuel / Solar, Kevin G / Beaulieu, Christian / Cobzas, Dana et al. | 2021
- 1373
-
Annotation-Efficient 3d U-Nets For Brain Plasticity Network MappingGjesteby, Lars A. / Klinghoffer, Tzofi / Ash, Meagan / Melton, Matthew A. / Otto, Kevin J. / Lamb, Damon G. / Burke, Sara N. / Brattain, Laura J. et al. | 2021
- 1378
-
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal TumorsShehata, Mohamed / Alksas, Ahmed / Abouelkheir, Rasha T. / Elmahdy, Ahmed / Shaffie, Ahmed / Soliman, Ahmed / Ghazal, Mohammed / Khalifeh, Hadil Abu / Razek, Ahmed Abdel / El-Baz, Ayman et al. | 2021
- 1382
-
Prediction Performance of Radiomic Features When Obtained using an Object Detection FrameworkChegraoui, Hamza / Rebei, Amine / Philippe, Cathy / Frouin, Vincent et al. | 2021
- 1386
-
Prostate Cancer Staging Based On High B-Value Diffusion Weighted Magnetic Resonance ImagingMottola, M. / Bevilacqua, A. / Ferroni, F. / Gavelli, G. / Barone, D. et al. | 2021
- 1390
-
Local Surf-Based Keypoint Transfer SegmentationBralet, Antoine / Kechichian, Razmig / Valette, Sebastien et al. | 2021
- 1394
-
Cardiac Motion Modeling With Parallel Transport And Shape SplinesGuigui, Nicolas / Moceri, Pamela / Sermesant, Maxime / Pennec, Xavier et al. | 2021
- 1398
-
Topological Data Analysis Of Eye MovementsKachan, Oleg / Onuchin, Arsenii et al. | 2021
- 1402
-
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature FusionZhao, Cheng / Xia, Bei / Guo, Libao / Du, Jie / Chen, Weiling / Wang, Tianfu / Lei, Baiying et al. | 2021
- 1406
-
Dense Pixel-Labeling For Reverse-Transfer And Diagnostic Learning On Lung Ultrasound For Covid-19 And Pneumonia DetectionGare, Gautam Rajendrakumar / Schoenling, Andrew / Philip, Vipin / Tran, Hai V / deBoisblanc, Bennett P / Rodriguez, Ricardo Luis / Galeotti, John Michael et al. | 2021
- 1411
-
Fully Automatic Cardiac Segmentation And Quantification For Pulmonary Hypertension Analysis Using Mice Cine Mr ImagesZufiria, Blanca / Stephens, Maialen / Sanchez, Maria Jesus / Ruiz-Cabello, Jesus / Lopez-Linares, Karen / Macia, Ivan et al. | 2021
- 1416
-
Intracranial Vessel Wall Segmentation For Atherosclerotic Plaque QuantificationZhou, Hanyue / Xiao, Jiayu / Fan, Zhaoyang / Ruan, Dan et al. | 2021
- 1420
-
Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect DataGarmendia, Andoni I. / Yang, Yongyi / Song, Chao / Wernick, Miles N. / Pretorius, P. Hendrik / King, Michael A. et al. | 2021
- 1424
-
N-cell Droplet Encapsulation Recognition via Weakly Supervised Counting NetworkZhou, Xiao / Cheng, Zhen / Chang, Fei et al. | 2021
- 1429
-
Multimodal Fusion Using Sparse Cca For Breast Cancer Survival PredictionSubramanian, Vaishnavi / Syeda-Mahmood, Tanveer / Do, Minh N. et al. | 2021
- 1433
-
Comparative Study Of Voxel-Based Statistical Analysis Methods For Fluorescently Labelled And Light Sheet Imaged Whole-Brain SamplesPerens, Johanna / Skytte, Jacob Lercke / Salinas, Casper Gravesen / Hecksher-Sorensen, Jacob / Dyrby, Tim B. / Dahl, Anders Bjorholm et al. | 2021
- 1438
-
Cell Abundance Aware Deep Learning For Cell Detection On Highly Imbalanced Pathological DataHagos, Yeman Brhane / Lecat, Catherine SY / Patel, Dominic / Lee, Lydia / Tran, Thien-An / Justo, Manuel Rodriguez- / Yong, Kwee / Yuan, Yinyin et al. | 2021
- 1443
-
Density Compensated Unrolled Networks For Non-Cartesian MRI ReconstructionRamzi, Zaccharie / Starck, Jean-Luc / Ciuciu, Philippe et al. | 2021
- 1448
-
Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image SynthesisLiu, Xiaofeng / Xing, Fangxu / Prince, Jerry L. / Carass, Aaron / Stone, Maureen / Fakhri, Georges El / Woo, Jonghye et al. | 2021
- 1453
-
Uncertainty-Aware Semi-Supervised Framework for Automatic Segmentation of Macular Edema in Oct ImagesLiu, Xiaoming / Wang, Shaocheng et al. | 2021
- 1457
-
Non-Rigid Registration Of Live Cell Nuclei Using Global Optical Flow with Elasticity ConstraintsGao, Qi / Chagin, Vadim O. / Cardoso, M. Cristina / Rohr, Karl et al. | 2021
- 1461
-
Two-Stream Attention Spatio-Temporal Network For Classification Of Echocardiography VideosFeng, Zishun / Sivak, Joseph A. / Krishnamurthy, Ashok K. et al. | 2021
- 1466
-
Neuron Segmentation using Incomplete and Noisy Labels via Adaptive Learning with Structure PriorsPark, Chanmin / Lee, Kanggeun / Kim, Su Yeon / Cecen, Fatma Sema Canbakis / Kwon, Seok-Kyu / Jeong, Won-Ki et al. | 2021
- 1471
-
Uncertainty-Guided Robust Training For Medical Image SegmentationLi, Yan / Chen, Xiaoyi / Quan, Li / Zhang, Ni et al. | 2021
- 1476
-
Post-Hoc Overall Survival Time Prediction From Brain MRIHermoza, Renato / Maicas, Gabriel / Nascimento, Jacinto C. / Carneiro, Gustavo et al. | 2021
- 1481
-
Targeted Self Supervision For Classification On A Small Covid-19 Ct Scan DatasetEwen, Nicolas / Khan, Naimul et al. | 2021
- 1486
-
Labelling Sulcal Graphs Across Indiviuals Using Multigraph MatchingBuskulic, N. / Dupe, F.X. / Takerkart, S. / Auzias, G. et al. | 2021
- 1491
-
Rap-Net: Coarse-To-Fine Multi-Organ Segmentation With Single Random Anatomical PriorLee, Ho Hin / Tang, Yucheng / Bao, Shunxing / Abramson, Richard G. / Huo, Yuankai / Landman, Bennett A. et al. | 2021
- 1495
-
Learning to Synthesize Cortical Morphological Changes using Graph Conditional Variational AutoencoderChai, Yaqiong / Liu, Mengting / Duffy, Ben A. / Kim, Hosung et al. | 2021
- 1500
-
Micro-Ct Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian InferenceLi, Hongwei / Prasad, Rameshwara G. N. / Sekuboyina, Anjany / Niu, Chen / Bai, Siwei / Hemmert, Werner / Menze, Bjoern et al. | 2021
- 1505
-
Can3d: Fast 3d Knee Mri Segmentation Via Compact Context AggregationDai, Wei / Woo, Boyeong / Liu, Siyu / Marques, Matthew / Tang, Fangfang / Crozier, Stuart / Engstrom, Craig / Chandra, Shekhar et al. | 2021
- 1509
-
XPGAN: X-Ray Projected Generative Adversarial Network For Improving Covid-19 Image ClassificationQuan, Tran Minh / Thanh, Huynh Minh / Huy, Ta Duc / Chanh, Nguyen Do Trung / Anh, Nguyen Thi Phuong / Vu, Phan Hoan / Nam, Nguyen Hoang / Tuong, Tran Quy / Dien, Vu Minh / Van Giang, Bui et al. | 2021
- 1514
-
Multi-Source Domain Adaptation via Optimal Transport for Brain Dementia IdentificationGuan, Hao / Wang, Li / Liu, Mingxia et al. | 2021
- 1518
-
Cu-Segnet: Corneal Ulcer Segmentation NetworkWang, Tingting / Zhu, Weifang / Wang, Meng / Chen, Zhongyue / Chen, Xinjian et al. | 2021
- 1522
-
Limited-View Photoacoustic Imaging Reconstruction With Dual Domain Inputs Based On Mutual InforamtionZhang, Jiadong / Lan, Hengrong / Yang, Changchun / Lyu, Tengbo / Guo, Shangshan / Gao, Feng / Gao, Fei et al. | 2021
- 1527
-
A Variational Model For Poisson Gaussian Joint Denoising DeconvolutionMaji, Suman Kumar / Boulanger, Jerome et al. | 2021
- 1531
-
Deep Image Reconstruction Using Unregistered Measurements Without GroundtruthGan, Weijie / Sun, Yu / Eldeniz, Cihat / Liu, Jiaming / An, Hongyu / Kamilov, Ulugbek S. et al. | 2021
- 1535
-
Deep Expectation-Maximization For Image Reconstruction From Under-Sampled Poisson DataMur, Antonio Lorente / Bataille, Paul / Peyrin, Francoise / Ducros, Nicolas et al. | 2021
- 1540
-
Dictionary-Based Background Signal Estimation For Magnetic Particle ImagingKnopp, Tobias / Grosser, Mirco / Graeser, Matthias / Gerkmann, Timo / MOddel, Martin et al. | 2021
- 1544
-
Deepblur: Blind Identification Of Space Variant PsfDebarnot, Valentin / Weiss, Pierre et al. | 2021
- 1548
-
On Self-Supervised Multimodal Representation Learning: An Application To Alzheimer’s DiseaseFedorov, Alex / Wu, Lei / Sylvain, Tristan / Luck, Margaux / DeRamus, Thomas P. / Bleklov, Dmitry / Plis, Sergey M. / Calhoun, Vince D. et al. | 2021
- 1553
-
Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture EncodingJana, Ananya / Qu, Hui / Minacapelli, Carlos D. / Catalano, Carolyn / Rustgi, Vinod / Metaxas, Dimitris et al. | 2021
- 1558
-
Point-Supervised Segmentation Of Microscopy Images And Volumes Via Objectness RegularizationLi, Shijie / Dey, Neel / Bermond, Katharina / Emde, Leon von der / Curcio, Christine A. / Ach, Thomas / Gerig, Guido et al. | 2021
- 1563
-
Fast, Self Supervised, Fully Convolutional Color Normalization Of H&E Stained ImagesPatil, Abhijeet / Talha, Mohd. / Bhatia, Aniket / Kurian, Nikhil Cherian / Mangale, Sammed / Patel, Sunil / Sethi, Amit et al. | 2021
- 1568
-
Unsupervised Clustering Of Airway Tree Structures On High-Resolution CT: The Mesa Lung StudyWysoczanski, Artur / Angelini, Elsa D. / Smith, Benjamin M. / Hoffman, Eric A. / Hiura, Grant T. / Sun, Yifei / Barr, R. Graham / Laine, Andrew F. et al. | 2021
- 1573
-
Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement LearningKim, Minjeong / Yang, Defu / Wu, Guorong et al. | 2021
- 1577
-
3-way Parallel Fusion of Spatial (sMRI/dMRI) and Spatio-temporal (fMRI) Data with Application to SchizophreniaQi, Shile / Plis, Sergey M. / Miller, Robyn / Silva, Rogers F. / Vergara, Victor M. / Jiang, Rongtao / Zhi, Dongmei / Sui, Jing / Calhoun, Vince D. et al. | 2021
- 1582
-
A Multilayer Maximum Spanning Tree Kernel For Brain NetworksWang, Xiaoxin / Wen, Xuyun / Ma, Kai / Zhang, Daoqiang et al. | 2021
- 1586
-
Characterization Of Spatial Dynamics Of Fmri Data In White Matter Using Diffusion-Informed White Matter HarmonicsBehjat, Hamid / Aganj, Iman / Abramian, David / Eklund, Anders / Westin, Carl-Fredrik et al. | 2021
- 1591
-
A New Semi-Supervised Non-Negative Matrix Factorization Method For Brain Dynamic Functional Connectivity AnalysisDu, Yuhui / He, Xingyu / Calhoun, Vince D et al. | 2021
- 1595
-
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography VolumesGeorge, Yasmeen / Sedai, Suman / Antony, Bhavna J. / Ishikawa, Hiroshi / Wollstein, Gadi / Schuman, Joel S. / Garnavi, Rahil et al. | 2021
- 1600
-
Hybrid 3d-2d Deep Learning For Detection Of Neovascularage-Related Macular Degeneration Using Optical Coherence Tomography B-Scans And Angiography VolumesThakoor, Kaveri / Bordbar, Darius / Yao, Jiaang / Moussa, Omar / Chen, Royce / Sajda, Paul et al. | 2021
- 1605
-
Blind Source Separation In Dynamic Cell Imaging Using Non-Negative Matrix Factorization Applied To Breast Cancer BiopsiesMandache, D. / Guillaume, E. Benoit a la / Olivo-Marin, J.-C. / Meas-Yedid, V. et al. | 2021
- 1609
-
3D Vessel Reconstruction In Oct-Angiography Via Depth Map EstimationYu, Shuai / Xie, Jianyang / Hao, Jinkui / Zheng, Yalin / Zhang, Jiong / Hu, Yan / Liu, Jiang / Zhao, Yitian et al. | 2021
- 1614
-
Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence TomographyChai, Zhenjie / Yang, Jianlong / Zhou, Kang / Chen, Zhi / Zhao, Yitian / Gao, Shenghua / Liu, Jiang et al. | 2021
- 1618
-
A Relational-Learning Perspective To Multi-Label Chest X-Ray ClassificationSekuboyina, Anjany / Onoro-Rubio, Daniel / Kleesiek, Jens / Malone, Brandon et al. | 2021
- 1623
-
Confidence-Guided Learning For Breast Density ClassificationPark, Sun Young / Sargent, Dustin / Richmond, David et al. | 2021
- 1628
-
Two-Stage Multi-Scale Mass Segmentation From Full MammogramsYan, Y. / Conze, P.-H. / Quellec, G. / Lamard, M. / Cochener, B. / Coatrieux, G. et al. | 2021
- 1632
-
Self-Taught Semi-Supervised Anomaly Detection On Upper Limb X-RaysSpahr, Antoine / Bozorgtabar, Behzad / Thiran, Jean-Philippe et al. | 2021
- 1637
-
Pneumoperitoneum Detection In Chest X-Ray By A Deep Learning Ensemble With Model ExplainabilityCea, Maria V. Sainz de / Gruen, David / Richmond, David et al. | 2021
- 1642
-
Tissue Motion Estimation of Contrast Enhanced Ultrasound Images with A Stable Principal Component PursuitPiepenbrock, M. / Dencks, S. / Schmitz, G. et al. | 2021
- 1646
-
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal UltrasoundSharma, Harshita / Drukker, Lior / Papageorghiou, Aris T. / Noble, J. Alison et al. | 2021
- 1650
-
Slake: A Semantically-Labeled Knowledge-Enhanced Dataset For Medical Visual Question AnsweringLiu, Bo / Zhan, Li-Ming / Xu, Li / Ma, Lin / Yang, Yan / Wu, Xiao-Ming et al. | 2021
- 1655
-
CCX-rayNet: A Class Conditioned Convolutional Neural Network For Biplanar X-Rays to CT VolumeRatul, Md Aminur Rab / Yuan, Kun / Lee, WonSook et al. | 2021
- 1660
-
Unimodal Cyclic Regularization For Training Multimodal Image Registration NetworksXu, Zhe / Yan, Jiangpeng / Luo, Jie / Wells, William / Li, Xiu / Jagadeesan, Jayender et al. | 2021
- 1665
-
A Covid-19 Patient Severity Stratification using a 3D Convolutional Strategy on CT-ScansRodriguez, Jefferson / Romo-Bucheli, David / Sierra, Franklin / Valenzuela, Diana / Valenzuela, Carolina / Vasquez, Lina / Camacho, Paul / Mantilla, Daniel / Martinez, Fabio et al. | 2021
- 1669
-
Statistical Shape and Pose Model of the Forearm for Custom Splint DesignDanckaers, Femke / Houtte, Jeroen Van / Booth, Brian G. / Verstreken, Frederik / Sijbers, Jan et al. | 2021
- 1673
-
Single Image Super-Resolution Of Noisy 3d Dental Ct Images Using Tucker DecompositionHatvaniy, J. / Michetti, J. / Basarab, A. / Gyongy, M. / Kouame, D. et al. | 2021
- 1677
-
Defending Against Adversarial Attacks On Medical Imaging Ai System, Classification Or Detection?Li, Xin / Pan, Deng / Zhu, Dongxiao et al. | 2021
- 1682
-
Robust Foveal Avascular Zone Segmentation and Anatomical Feature Extraction from OCT-A Handling Inter-Expert VariabilityJabour, Charles / Garcia, Damien / Mathis, Thibaud / Loria, Olivier / Rochepeau, Cedric / Harbaoui, Brahim / Lantelme, Pierre / Vray, Didier / Merveille, Odyssee et al. | 2021
- 1686
-
A Structural Saliency-Based Approach for Automatic Intrahepatic Vascular Separation From Contrast-Enhanced Multi-Phase MR ImagesGuo, Qing / Song, Hong / Fan, Jingfan / Ai, Danni / Yang, Jian / Gao, Yuanjin et al. | 2021
- 1691
-
Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN ModelNaglah, Ahmed / Khalifa, Fahmi / Khaled, Reem / Razek, Ahmed Abdel khalek Abdel / El-Baz, Ayman et al. | 2021
- 1695
-
Molecule Classification Using Visualization and Convolutional Neural NetworkLakatos, Istvan / Hajdu, Andras / Harangi, Balazs et al. | 2021
- 1699
-
Analysis Of Brain Functional Connectivity By Frequent Pattern Mining In Graphs. Application To The Characterization Of Murine ModelsLeborgne, Aurelie / Ber, Florence Le / Degiorgis, Laetitia / Harsan, Laura / Marc-Zwecker, Stella / Noblet, Vincent et al. | 2021
- 1704
-
Ghost-Light-3dnet: Efficient Network For Heart SegmentationCai, Bin / Cheng, Erkang / Liang, Pengpeng / Xiong, Chi / Sun, Zhiyong / Zhang, Qiang / Song, Bo et al. | 2021
- 1709
-
MRI Contrast Enhancement of Magnetization Prepared Steady State Sequence: An Optimal Control FrameworkVernier, Benoit / Van Reeth, Eric / Pilleul, Frank / Beuf, Oliver / Ratiney, Helene et al. | 2021
- 1714
-
Dopnet: Densely Oriented Pooling Network For Medical Image SegmentationGridach, Mourad / Voiculescu, Irina et al. | 2021
- 1718
-
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRIHammouda, K. / Khalifa, F. / Soliman, A. / Ghazal, M. / El-Ghar, M. Abou / Badawy, M. A. / Darwish, H. E. / El-Baz, A. et al. | 2021
- 1722
-
Network Embedding For Brain ConnectivityCarboni, Lucrezia / Achard, Sophie / Dojat, Michel et al. | 2021
- 1726
-
A Low Rank and Sparse Paradigm Free Mapping Algorithm For Deconvolution of FMRI DataUrunuela, Eneko / Moia, Stefano / Caballero-Gaudes, Cesar et al. | 2021
- 1730
-
Representative Region Based Active Learning For Histological Classification Of Colorectal CancerShen, Yiqing / Ke, Jing et al. | 2021
- 1734
-
Machine Learning Framework For Fully Automatic Quality Checking Of Rigid And Affine Registrations In Big Data Brain MRITummala, Sudhakar / Focke, Niels K. et al. | 2021
- 1738
-
Unsupervised Deep Learning For Accelerated High Quality EchocardiographyKhan, Shujaat / Huh, Jaeyoung / Ye, Jong Chul et al. | 2021
- 1742
-
Harmonization Centered Ensemble For Small And Highly Imbalanced Medical Data ClassificationLi, Jiaru / Xin, Bowen / Yang, Ziyi / Xu, Junyan / Song, Shaoli / Wang, Xiuying et al. | 2021
- 1746
-
Medical Image Enhancement For Lesion Detection Based On Class-Aware Attention And Deep ColorizationGuo, Jiachang / Chen, Jun / Lu, Chao / Huang, Haifeng et al. | 2021
- 1751
-
Weighted-Celo Sparse Regularisation For Molecule Localisation In Super-Resolution Microscopy With Poisson DataLazzaretti, Marta / Calatroni, Luca / Estatico, Claudio et al. | 2021
- 1755
-
How Do Different Tasks Influence Each Other’s Learning? Case Study In Dermoscopic ImagesTalavera-Martinez, Lidia / Bibiloni, Pedro / Gonzalez-Hidalgo, Manuel et al. | 2021
- 1760
-
Deep Learning Based Fetal Face Detection And Visualization In Prenatal UltrasoundSingh, Tejal / Kudavelly, Srinivas Rao / Venkata Suryanarayana, K et al. | 2021
- 1764
-
Anomaly Detection Through Latent Space Restoration Using Vector Quantized Variational AutoencodersMarimont, Sergio Naval / Tarroni, Giacomo et al. | 2021
- 1768
-
A Novel Weakly Supervised Framework Based On Noisy-Label Learning For Medical Image SegmentationWu, Haoyang / Wang, Huan / He, Hao / He, Zixiao / Wang, Guotai et al. | 2021
- 1773
-
Automatic Size And Pose Homogenization With Spatial Transformer Network To Improve And Accelerate Pediatric SegmentationBarbera, Giammarco La / Gori, Pietro / Boussaid, Haithem / Belucci, Bruno / Delmonte, Alessandro / Goulin, Jeanne / Sarnacki, Sabine / Rouet, Laurence / Bloch, Isabelle et al. | 2021
- 1777
-
Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF)Yu, Wenxi / Zhou, Hua / Choi, Youngwon / G.Goldin, Jonathan / Kim, Grace Hyun J. et al. | 2021
- 1781
-
3d Unsupervised Kidney Graft Segmentation Based On Deep Learning And Multi-Sequence MriMilecki, Leo / Bodard, Sylvain / Correas, Jean-Michel / Timsit, Marc-Olivier / Vakalopoulou, Maria et al. | 2021
- 1786
-
Detection Of Replication Forks In Em Images Using Faster R-CnnZhao, Wei / Manolika, Eleni Maria / Chaudhuri, Arnab Ray / Smal, Ihor et al. | 2021
- 1790
-
Deep Self-Reconstruction Sparse Canonical Correlation Analysis For Brain Imaging GeneticsWang, Meiling / Shao, Wei / Huang, Shuo / Zhang, Daoqiang et al. | 2021
- 1794
-
Multi-channel Sparse Graph Transformer Network for Early Alzheimer’s Disease IdentificationQiu, Yali / Yu, Shuangzhi / Zhou, Yanhong / Liu, Dongdong / Song, Xuegang / Wang, Tianfu / Lei, Baiying et al. | 2021
- 1798
-
Dual-Term Loss Function For Shape-Aware Medical Image SegmentationHuang, Quanwei / Zhou, Yuezhi / Tao, Linmi et al. | 2021
- 1803
-
Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound ImagesTabrizi, Pooneh R. / Zember, Jonathan / Sprague, Bruce Michael / Hoefer, Steven / Sanchez-Jacob, Ramon / Jago, James / Bulas, Dorothy / Pohl, Hans G. / Linguraru, Marius George et al. | 2021
- 1807
-
Joint Learning for Deformable Registration and Malignancy Classification of Lung NodulesGhazipour, Aryan / Veasey, Benjamin / Seow, Albert / Amini, Amir A. et al. | 2021
- 1812
-
UVTOMO-GAN: An Adversarial Learning Based Approach For Unknown View X-Ray Tomographic ReconstructionZehni, Mona / Zhao, Zhizhen et al. | 2021
- 1817
-
Learning Multi-Modal Volumetric Prostate Registration With Weak Inter-Subject Spatial CorrespondenceBashkanov, Oleksii / Meyer, Anneke / Schindele, Daniel / Schostak, Martin / Tonnies, Klaus-Dietz / Hansen, Christian / Rak, Marko et al. | 2021
- 1822
-
Statelets: A Novel Multi-Dimensional State-Shape Representation Of Brain Functional Connectivity DynamicsRahaman, Md Abdur / Damaraju, Eswar / Saha, Debbrata Kumar / Calhoun, Vince D. / Plis, Sergey M. et al. | 2021
- 1827
-
Histopathology Image Registration By Integrated Texture And Spatial Proximity Based Landmark Selection And ModificationLiu, Pangpang / Wang, Fusheng / Teodoro, George / Kong, Jun et al. | 2021
- 1831
-
Uncertainty-Based Method for Improving Poorly Labeled Segmentation DatasetsRedekop, Ekaterina / Chernyavskiy, Alexey et al. | 2021
- 1836
-
Deep Semi-Supervised Bias Field Correction Of Mr ImagesGoldfryd, Tal / Gordon, Shiri / Raviv, Tammy Riklin et al. | 2021
- 1841
-
Fourth- Order Nonlocal Tensor Decomposition Model For Spectral Computed TomographyChen, Xiang / Xia, Wenjun / Liu, Yan / Chen, Hu / Zhou, Jiliu / Zhang, Yi et al. | 2021
- 1846
-
Calibrationless MRI Reconstruction With A Plug-In DenoiserZhao, Shen / Potter, Lee C. / Ahmad, Rizwan et al. | 2021
- 1850
-
Ground-Truth Free Multi-Mask Self-Supervised Physics-Guided Deep Learning in Highly Accelerated MRIYaman, Burhaneddin / Hosseini, Seyed Amir Hossein / Moeller, Steen / Ellermann, Jutta / Ugurbil, Kamil / Akcakaya, Mehmet et al. | 2021
- 1855
-
Adasan: Adaptive Cosine Similarity Self-Attention Network For Gastrointestinal Endoscopy Image ClassificationZhao, Qian / Yang, Wenming / Liao, Qingmin et al. | 2021
- 1860
-
Reliability Of Functional Connectivity Measures In Resting-State Test-Retest FMRI DataGalazzo, I. Boscolo / Paolini, E. / Endrizzi, W. / Zumerle, F. / Menegaz, G. / Storti, S.F. et al. | 2021
- 1864
-
Magnification Generalization For Histopathology Image EmbeddingSikaroudi, Milad / Ghojogh, Benyamin / Karray, Fakhri / Crowley, Mark / Tizhoosh, H.R. et al. | 2021
- 1869
-
A Min-Max Based Hyperparameter Estimation For Domain-Adapted Segmentation Of Amoeboid CellsMukherjee, Suvadip / Sarkar, Rituparna / Labruyere, Elisabeth / Olivo-Marin, Jean-Christophe et al. | 2021
- 1873
-
Adaptive Transfer Learning To Enhance Domain Transfer In Brain Tumor SegmentationLiqiang, Yuan / Erdt, Marius / Lipo, Wang et al. | 2021
- 1878
-
Unsupervised Anomaly Detection In Digital Pathology Using GANsPoceviciute, Milda / Eilertsen, Gabriel / Lundstrom, Claes et al. | 2021
- 1883
-
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour DescriptorsShaffie, Ahmed / Soliman, Ahmed / Khalifeh, Hadil Abu / Ghazal, Mohammed / Taher, Fatma / Elmaghraby, Adel / El-Baz, Ayman et al. | 2021
- 1887
-
Colonoscopic Image Synthesis For Polyp Detector Enhancement Via Gan And Adversarial TrainingHe, Fan / Chen, Sizhe / Li, Shuaiyi / Zhou, Lu / Zhang, Haiqin / Peng, Haixia / Huang, Xiaolin et al. | 2021
- 1892
-
Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization MicroscopyPourya, Mehrsa / Aziznejad, Shayan / Unser, Michael / Sage, Daniel et al. | 2021
- 1897
-
Joint Coronary Centerline Extraction And Lumen Segmentation From Ccta Using Cnntracker And Vascular Graph Convolutional NetworkGao, Ruochen / Hou, Zhihui / Li, Jun / Han, Hu / Lu, Bin / Zhou, S. Kevin et al. | 2021
- 1902
-
Deep Networks To Automatically Detect Late-Activating Regions Of The HeartXing, Jiarui / Ghadimi, Sona / Abdi, Mohamad / Bilchick, Kenneth C. / Epstein, Frederick H. / Zhang, Miaomiao et al. | 2021
- 1907
-
Fast High Resolution Blood Flow Estimation and Clutter Rejection Via an Alternating Optimization ProblemPham, Duong-Hung / Basarab, Adrian / Remenieras, Jean-Pierre / Rodriguez, Paul / Kouame, Denis et al. | 2021
- 1911
-
Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography ImagingSalehinejad, Hojjat / Ho, Edward / Lin, Hui-Ming / Crivellaro, Priscila / Samorodova, Oleksandra / Arciniegas, Monica Tafur / Merali, Zamir / Suthiphosuwan, Suradech / Bharatha, Aditya / Yeom, Kristen et al. | 2021
- 1915
-
Improving Prostate Whole Gland Segmentation In T2-Weighted MRI With Synthetically Generated DataFernandez-Quilez, Alvaro / Larsen, Steinar Valle / Goodwin, Morten / Gulsrud, Thor Ole / Kjosavik, Svein Reidar / Oppedal, Ketil et al. | 2021
- 1920
-
Embedded Regularization For Classification Of Colposcopic ImagesAlbuquerque, Tome / Cardoso, Jaime S. et al. | 2021
- 1924
-
T-Net: Learning Feature Representation With Task-Specific Supervision For Biomedical Image AnalysisSong, Weinan / Liang, Yuan / Yang, Jiawei / Wang, Kun / He, Lei et al. | 2021
- 1929
-
Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein LocalisationRana, Priyanka / Meijering, Erik / Sowmya, Arcot / Song, Yang et al. | 2021
- 1934
-
Sample Specific Generalized Cross Entropy for Robust Histology Image ClassificationKurian, Nikhil Cherian / Meshram, Pragati Shuddhodhan / Patil, Abhijeet / Patel, Sunil / Sethi, Amit et al. | 2021
- 1939
-
Self Adversarial Attack as an Augmentation Method for Immunohistochemical StainingsVasiljevic, Jelica / Feuerhake, Friedrich / Wemmert, Cedric / Lampert, Thomas et al. | 2021
- 1944
-
Improving the Accuracy of Intrahepatic Cholangiocarcinoma Subtype Classification by Hidden Class Detection via Label SmoothingTan, Jing Wei / Lee, Kanggeun / Lee, Kyoungbun / Jeong, Won-Ki et al. | 2021
- 1949
-
Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology ImagesCong, Cong / Liu, Sidong / Ieva, Antonio Di / Pagnucco, Maurice / Berkovsky, Shlomo / Song, Yang et al. | 2021
- 1953
-
Graph Neural Networks for the Cross-Domain Histopathological Image ClassificationCai, Chang / Xu, Dou / Fang, Chaowei / Yang, Meng / Li, Zhongyu et al. | 2021
- 1958
-
Constructing Reliable Network Of Biomarker Covariance By Joint Data Harmonization And Graph LearningKim, Minjeong / Wu, Guorong et al. | 2021
- 1962
-
Ssiqa: Multi-Task Learning For Non-Reference Ct Image Quality Assessment With Self-Supervised Noise Level PredictionImran, Abdullah-Al-Zubaer / Pal, Debashish / Patel, Bhavik / Wang, Adam et al. | 2021
- 1966
-
Towards Unbiased Covid-19 Lesion Localisation And Segmentation Via Weakly Supervised LearningYang, Yang / Chen, Jiancong / Wang, Ruixuan / Ma, Ting / Wang, Lingwei / Chen, Jie / Zheng, Wei-Shi / Zhang, Tong et al. | 2021
- 1971
-
Joint Segmentation Of Multiple Sclerosis Lesions And Brain Anatomy In MRI Scans Of Any Contrast And Resolution With CNNsBillot, Benjamin / Cerri, Stefano / Leemput, Koen Van / Dalca, Adrian V. / Iglesias, Juan Eugenio et al. | 2021
- 1975
-
Multi-Task Learning Network for Landmark Detection in Anatomical Tree StructuresTan, Zimeng / Feng, Jianjiang / Zhou, Jie et al. | 2021