Learning a Loss Function for Segmentation: A Feasibility Study (Englisch)
- Neue Suche nach: Moltz, J. H.
- Neue Suche nach: Hansch, A.
- Neue Suche nach: Lassen-Schmidt, B.
- Neue Suche nach: Haas, B.
- Neue Suche nach: Genghi, A.
- Neue Suche nach: Schreier, J.
- Neue Suche nach: Morgas, T.
- Neue Suche nach: Klein, J.
- Neue Suche nach: Moltz, J. H.
- Neue Suche nach: Hansch, A.
- Neue Suche nach: Lassen-Schmidt, B.
- Neue Suche nach: Haas, B.
- Neue Suche nach: Genghi, A.
- Neue Suche nach: Schreier, J.
- Neue Suche nach: Morgas, T.
- Neue Suche nach: Klein, J.
In:
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
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357-360
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2020
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Learning a Loss Function for Segmentation: A Feasibility Study
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Beteiligte:Moltz, J. H. ( Autor:in ) / Hansch, A. ( Autor:in ) / Lassen-Schmidt, B. ( Autor:in ) / Haas, B. ( Autor:in ) / Genghi, A. ( Autor:in ) / Schreier, J. ( Autor:in ) / Morgas, T. ( Autor:in ) / Klein, J. ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.04.2020
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Format / Umfang:860952 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
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Stimulus Speech Decoding from Human Cortex with Generative Adversarial Network Transfer LearningWang, Ran / Chen, Xupeng / Khalilian-Gourtani, Amirhossein / Chen, Zhaoxi / Yu, Leyao / Flinker, Adeen / Wang, Yao et al. | 2020
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BAENET: A Brain Age Estimation Network with 3D Skipping and Outlier Constraint LossQu, Taiping / Yue, Yangming / Zhang, Qirui / Wang, Cheng / Zhang, Zhiqiang / Lu, Guangming / Du, Wei / Li, Xiuli et al. | 2020
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Linear Mixed Models Minimise False Positive Rate and Enhance Precision of Mass Univariate Vertex-Wise Analyses of Grey-MatterCouvy-Duchesne, Baptiste / Zhang, Futao / Kemper, Kathryn E. / Sidorenko, Julia / Wray, Naomi R. / Visscher, Peter M. / Colliot, Olivier / Yang, Jian et al. | 2020
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Automatic Labeling of Cortical Sulci Using Spherical Convolutional Neural Networks in a Developmental CohortHao, Lingyan / Bao, Shunxing / Tang, Yucheng / Gao, Riqiang / Parvathaneni, Prasanna / Miller, Jacob A. / Voorhies, Willa / Yao, Jewelia / Bunge, Silvia A. / Weiner, Kevin S. et al. | 2020
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Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age PredictionLiao, Lufan / Zhang, Xin / Zhao, Fenqiang / Lou, Jingjiao / Wang, Li / Xu, Xiangmin / Zhang, He / Li, Gang et al. | 2020
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Leveraging Self-supervised Denoising for Image SegmentationPrakash, Mangal / Buchholz, Tim-Oliver / Lalit, Manan / Tomancak, Pavel / Jug, Florian / Krull, Alexander et al. | 2020
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Towards Fully Automatic 2D Us to 3D CT/MR Registration: A Novel Segmentation-Based StrategyWei, Wei / Rak, Marko / Alpers, Julian / Hansen, Christian et al. | 2020
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Deep Learning Framework for Epithelium Density Estimation in Prostate Multi-Parametric Magnetic Resonance ImagingTo, Minh Nguyen Nhat / Sankineni, Sandeep / Xu, Sheng / Turkbey, Baris / Choyke, Peter L. / Pinto, Peter A. / Moreno, Vanessa / Merino, Maria / Wood, Bradford J. / Kwak, Jin Tae et al. | 2020
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V-Net Light - Parameter-Efficient 3-D Convolutional Neural Network for Prostate MRI SegmentationYaniv, Ophir / Portnoy, Orith / Talmon, Amit / Kiryati, Nahum / Konen, Eli / Mayer, Arnaldo et al. | 2020
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Condensed U-Net (Cu-Net): An Improved U-Net Architecture for Cell Segmentation Powered by 4x4 Max-Pooling LayersAkbas, Cem Emre / Kozubek, Michal et al. | 2020
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A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images Using Inaccurate AnnotationsZhang, Ning / Francis, Susan / Malik, Rayaz A. / Chen, Xin et al. | 2020
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SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology ImagesLi, Yilong / Xu, Zhaoyang / Wang, Yaqi / Zhou, Huiyu / Zhang, Qianni et al. | 2020
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Histopathologic Cancer Detection by Dense-Attention Network with Incorporation of Prior KnowledgeLiu, Mingyuan / Yu, Yang / Liao, Qingcheng / Zhang, Jicong et al. | 2020
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Learning with Less Data Via Weakly Labeled Patch Classification in Digital PathologyTeh, Eu Wern / Taylor, Graham W. et al. | 2020
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Cancer Sensitive Cascaded Networks (CSC-Net) for Efficient Histopathology Whole Slide Image SegmentationSun, Shujiao / Yuan, Huining / Zheng, Yushan / Zhang, Haopeng / Jiang, Zhiguo et al. | 2020
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Weakly-Supervised Deep Stain Decomposition for Multiplex IHC ImagesAbousamra, Shahira / Fassler, Danielle / Hou, Le / Zhang, Yuwei / Gupta, Rajarsi / Kurc, Tahsin / Escobar-Hoyos, Luisa F. / Samaras, Dimitris / Knudson, Beatrice / Shroyer, Kenneth et al. | 2020
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Mitosis Detection Under Limited Annotation: A Joint Learning ApproachPati, Pushpak / Foncubierta-Rodriguez, Antonio / Goksel, Orcun / Gabrani, Maria et al. | 2020
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Signet Ring Cells Detection in Histology Images with Similarity LearningSun, Yibao / Huang, Xingru / Molina, Edgar Giussepi Lopez / Dong, Le / Zhang, Qianni et al. | 2020
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3D Biological Cell Reconstruction with Multi-View GeometryLei, Yang / Shkolnikov, Viktor / Xin, Daisy et al. | 2020
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Interacting Convolution with Pyramid Structure Network for Automated Segmentation of Cervical Nuclei in Pap Smear ImagesYang, Xiaoqing / Wu, Junmin / Yin, Yan et al. | 2020
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Stitching Methodology for Whole Slide Low-Cost Robotic Microscope Based on a SmartphoneOrtuno, Juan E. / Lin, Lin / del Pilar Ortega, Maria / Garcia-Villena, Jaime / Cuadrado, Daniel / Linares, Maria / Santos, Andres / Ledesma-Carbayo, Maria J. / Luengo-Oroz, Miguel et al. | 2020
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A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic ImagesChen, Long / Strauch, Martin / Daub, Matthias / Jiang, Xiaochen / Jansen, Marcus / Luigs, Hans-Georg / Schultz-Kuhlmann, Susanne / Krussel, Stefan / Merhof, Dorit et al. | 2020
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Weakly Supervised Multi-Task Learning for Cell Detection and SegmentationChamanzar, Alireza / Nie, Yao et al. | 2020
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When Texture Matters: Texture-Focused Cnns Outperform General Data Augmentation and Pretraining in Oral Cancer DetectionWetzer, Elisabeth / Gay, Jo / Harlin, Hugo / Lindblad, Joakim / Sladoje, Natasa et al. | 2020
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Automated Quantitative Analysis of Microglia in Bright-Field Images of ZebrafishGeurts, Samuel N. / Oosterhof, Nynke / Kuil, Laura E. / van der Linde, Herma C. / van Ham, Tjakko J. / Meijering, Erik et al. | 2020
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Diffeomorphic Smoothing for Retinotopic MappingTu, Yanshuai / Tal, Duyan / Lu, Zhong-Lin / Wang, Yalin et al. | 2020
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Improved Functional MRI Activation Mapping in White Matter Through Diffusion-Adapted Spatial FilteringAbramian, David / Larsson, Martin / Eklund, Anders / Behjat, Hamid et al. | 2020
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Dynamics of Brain Activity Captured by Graph Signal Processing of Neuroimaging Data to Predict Human BehaviourBolton, Thomas A.W. / van De Ville, Dimitri et al. | 2020
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Deep Variational Autoencoder for Modeling Functional Brain Networks and ADHD IdentificationQiang, Ning / Dong, Qinglin / Sun, Yifei / Ge, Bao / Liu, Tianming et al. | 2020
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Spectral Characterization of Functional MRI Data on Voxel-Resolution Cortical GraphsBehjat, Hamid / Larsson, Martin et al. | 2020
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Jointly Analyzing Alzheimer's Disease Related Structure-Function Using Deep Cross-Model Attention NetworkZhang, Lu / Wang, Li / Zhu, Dajiang et al. | 2020
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Pan-Cancer Prognosis Prediction Using Multimodal Deep LearningVale Silva, Luis A. / Rohr, Karl et al. | 2020
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Learning Amyloid Pathology Progression from Longitudinal PIB-PET Images in Preclinical Alzheimer's DiseaseHao, Wei / Vogt, Nicholas M. / Meng, Zihang / Hwang, Seong Jae / Koscik, Rebecca L. / Johnson, Sterling C. / Bendlin, Barbara B. / Singh, Vikas et al. | 2020
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Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CTElmahdy, Mohamed S. / Ahuja, Tanuj / van der Heide, U. A. / Staring, Marius et al. | 2020
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Automatic Quantification of Pulmonary Fissure Integrity: A Repeatability AnalysisAlthof, Zachary W. / Gerard, Sarah E. / Pan, Yue / Christensen, Gary E. / Hoffman, Eric A. / Reinhardt, Joseph M. et al. | 2020
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Spectral Data Augmentation Techniques to Quantify Lung Pathology from CT-ImagesKayal, Subhradeep / Dubost, Florian / Tiddens, Harm A. W. M. / de Bruijne, Marleen et al. | 2020
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Restoration of Marker Occluded Hematoxylin and Eosin Stained Whole Slide Histology Images Using Generative Adversarial NetworksVenkatesh, Bairavi / Shaht, Tosha / Chen, Antong / Ghafurian, Soheil et al. | 2020
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Metal Artifact Reduction and Intra Cochlear Anatomy Segmentation Inct Images of the Ear With A Multi-Resolution Multi-Task 3D NetworkWang, Jianing / Noble, Jack H. / Dawant, Benoit M. et al. | 2020
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Combining Multimodal Information for Metal Artefact Reduction: An Unsupervised Deep Learning FrameworkRanzini, Marta B.M. / Groothuis, Irme / Klaser, Kerstin / Cardoso, M. Jorge / Henckel, Johann / Ourselin, Sebastien / Hart, Alister / Modat, Marc et al. | 2020
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Deconvolution for Improved Multifractal Characterization of Tissues in Ultrasound ImagingWendt, Herwig / Hourani, Mohamad / Basarab, Adrian / Kouame, Denis et al. | 2020
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A Physics-Motivated DNN for X-Ray CT Scatter CorrectionIskender, Berk / Bresler, Yoram et al. | 2020
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Multi-Cycle-Consistent Adversarial Networks for CT Image DenoisingLiu, Jinglan / Ding, Yukun / Xiong, Jinjun / Jia, Qianjun / Huang, Meiping / Zhuang, Jian / Xie, Bike / Liu, Chun-Chen / Shi, Yiyu et al. | 2020
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A Completion Network for Reconstruction from Compressed AcquisitionDucros, N. / Mur, A Lorente / Peyrin, F et al. | 2020
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Gram Filtering and Sinogram Interpolation for Pixel-Basis in Parallel-Beam X-Ray CT ReconstructionShu, Ziyu / Entezari, Alireza et al. | 2020
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A New Spatially Adaptive TV Regularization for Digital Breast TomosynthesisSghaier, Maissa / Chouzenoux, Emilie / Pesquet, Jean-Christophe / Muller, Serge et al. | 2020
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Unsupervised Cone-Beam Artifact Removal Using CycleGAN and Spectral Blending for Adaptive RadiotherapyPark, Sangjoon / Ye, Jong Chul et al. | 2020
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Cone-Angle Artifact Removal Using Differentiated Backprojection Domain Deep LearningKim, Junyoung / Han, Yoseob / Ye, Jong Chul et al. | 2020
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A List-Mode OSEM-Based Attenuation and Scatter Compensation Method for SPECTRahman, Md Ashequr / Laforest, Richard / Jha, Abhinav K. et al. | 2020
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Image-Domain Material Decomposition Using an Iterative Neural Network for Dual-Energy CTLi, Zhipeng / Chun, Il Yong / Long, Yong et al. | 2020
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Digital Breast Tomosynthesis Reconstruction with Deep Neural Network for Improved Contrast and In-Depth ResolutionWu, Dufan / Kim, Kyungsang / Li, Quanzheng et al. | 2020
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Low-Shot Learning of Automatic Dental Plaque Segmentation Based on Local-to-Global Feature FusionLi, Shuai / Pang, Zhennan / Song, Wenfeng / Guo, Yuting / You, Wenzhe / Hao, Aimin / Qin, Hong et al. | 2020
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Tooth Segmentation and Labeling from Digital Dental CastsSun, Diya / Pei, Yuru / Song, Guangying / Guo, Yuke / Ma, Gengyu / Xu, Tianmin / Zha, Hongbin et al. | 2020
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Towards Uncertainty Quantification for Electrode Bending Prediction in Stereotactic NeurosurgeryGranados, Alejandro / Lucena, Oeslle / Vakharia, Vejay / Miserocchi, Anna / McEvoy, Andrew W. / Vos, Sjoerd B. / Rodionov, Roman / Duncan, John S. / Sparks, Rachel / Ourselin, Sebastien et al. | 2020
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A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer TrialsChen, Antong / Saouaf, Jennifer / Zhou, Bo / Crawford, Randolph / Yuan, Jianda / Ma, Junshui / Baumgartner, Richard / Wang, Shubing / Goldmacher, Gregory et al. | 2020
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Accelerating the Registration of Image Sequences by Spatio-Temporal Multilevel StrategiesAggrawal, Hari Om / Modersitzki, Jan et al. | 2020
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Diffeomorphic Registration for Retinotopic Mapping Via Quasiconformal MappingTu, Yanshuai / Ta, Duyan / David Gu, Xianfeng / Lu, Zhong-Lin / Wang, Yalin et al. | 2020
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A Generalizable Framework for Domain-Specific Nonrigid Registration: Application to Cardiac UltrasoundPeoples, Jacob / Ellis, Randy et al. | 2020
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Liver DCE-MRI registration based on sparse recovery de-enhanced curvesSun, Yuhang / Feng, Qianjin et al. | 2020
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An “Augmentation-Free” Rotation Invariant Classification Scheme on Point-Cloud and Its Application to NeuroimagingYang, Liu / Chakraborty, Rudrasis et al. | 2020
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Learning Optimal Shape Representations for Multi-Modal Image RegistrationGrossiord, Eloise / Risser, Laurent / Kanoun, Salim / Ken, Soleakhena / Malgouyres, Francois et al. | 2020
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A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural NetworkIyer, Sankaran / Sowmya, Arcot / Blair, Alan / White, Christopher / Dawes, Laughlin / Moses, Daniel et al. | 2020
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Attention-based CNN for KL Grade Classification: Data from the Osteoarthritis InitiativeZhang, Bofei / Tan, Jimin / Cho, Kyunghyun / Chang, Gregory / Deniz, Cem M. et al. | 2020
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Vertebra-Focused Landmark Detection for Scoliosis AssessmentYi, Jingru / Wu, Pengxiang / Huang, Qiaoying / Qu, Hui / Metaxas, Dimitris N. et al. | 2020
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Segmentation of Bone Vessels in 3D Micro-CT Images Using the Monogenic Signal Phase and WatershedXu, Hao / Langer, Max / Peyrin, Francoise et al. | 2020
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Towards Shape-Based Knee Osteoarthritis Classification Using Graph Convolutional Networksvon Tycowicz, Christoph et al. | 2020
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Topology Highlights Neural Deficits of Post-Stroke Aphasia PatientsWang, Yuan / Behroozmand, Roozbeh / Johnson, Lorelei Phillip / Fridriksson, Julius et al. | 2020
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Automatic Brain Organ Segmentation with 3D Fully Convolutional Neural Network for Radiation Therapy Treatment PlanningDuanmu, Hongyi / Kim, Jinkoo / Kanakaraj, Praitayini / Wang, Andrew / Joshua, John / Kong, Jun / Wang, Fusheng et al. | 2020
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WNET: An End-to-End Atlas-Guided and Boundary-Enhanced Network for Medical Image SegmentationHuang, Huimin / Lin, Lanfen / Tong, Ruofeng / Hu, Hongjie / Zhang, Qiaowei / Iwamoto, Yutaro / Han, Xianhua / Chen, Yen-Wei / Wu, Jian et al. | 2020
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Learning Probabilistic Fusion of Multilabel Lesion ContoursCohen, Gal / Greenspan, Hayit / Goldberger, Jacob et al. | 2020
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Segmentation-Based Method Combined with Dynamic Programming for Brain Midline DelineationWang, Shen / Liang, Kongming / Pan, Chengwei / Ye, Chuyang / Li, Xiuli / Liu, Feng / Yu, Yizhou / Wang, Yizhou et al. | 2020
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Residual Simplified Reference Tissue Model with Covariance EstimationKim, Kyungsang / Hong, Inki / Son, Young Don / Kim, Jong-Hoon / Li, Quanzheng et al. | 2020
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Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRIAslani, Shahab / Murino, Vittorio / Dayan, Michael / Tam, Roger / Sona, Diego / Hamarneh, Ghassan et al. | 2020
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Brain Lesion Detection Using A Robust Variational Autoencoder and Transfer LearningAkrami, Haleh / Joshi, Anand A. / Li, Jian / Aydore, Sergul / Leahy, Richard M. et al. | 2020
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Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty ParameterizationFerreira, Carlos A. / Aresta, Guilherme / Pedrosa, Joao / Rebelo, Joao / Negrao, Eduardo / Cunha, Antonio / Ramos, Isabel / Campilho, Aurelio et al. | 2020
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Deep Feature Disentanglement Learning for Bone Suppression in Chest RadiographsLin, Chunze / Tang, Ruixiang / Lin, Darryl D. / Liu, Langechuan / Lu, Jiwen / Chen, Yunqiang / Gao, Dashan / Zhou, Jie et al. | 2020
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Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of AbnormalitiesWu, Joy / Gur, Yaniv / Karargyris, Alexandros / Syed, Ali Bin / Boyko, Orest / Moradi, Mehdi / Syeda-Mahmood, Tanveer et al. | 2020
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Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence PredictionSubramanian, Vaishnavi / Do, Minh N. / Syeda-Mahmood, Tanveer et al. | 2020
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AirwayNet-SE: A Simple-Yet-Effective Approach to Improve Airway Segmentation Using Context Scale FusionQin, Yulei / Gu, Yun / Zheng, Hao / Chen, Mingjian / Yang, Jie / Zhu, Yue-Min et al. | 2020
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Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural NetworkSong, Chao / Yang, Yongyi / Wernick, Miles N. / Pretorius, P. Hendrik / King, Michael A. et al. | 2020
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Machine Learning and Graph Based Approach to Automatic Right Atrial Segmentation from Magnetic Resonance ImagingRegehr, Matthew / Volk, Andrew / Noga, Michelle / Punithakumar, Kumaradevan et al. | 2020
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Accelerated Phase Contrast Magnetic Resonance Imaging via Deep LearningNath, Ruponti / Callahan, Sean / Singam, Narayana / Stoddard, Marcus / Amini, Amir A et al. | 2020
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A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted MyocardiumLiu, Qun / Mukhopadhyay, Supratik / Bastidas Rodriguez, Maria Ximena / Fu, Xing / Sahu, Sushant / Burk, David / Gartia, Manas et al. | 2020
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Using a Generative Adversarial Network for CT Normalization and Its Impact on Radiomic FeaturesWei, Leihao / Lin, Yannan / Hsu, William et al. | 2020
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Adversarial Normalization for Multi Domain Image SegmentationDelisle, Pierre-Luc / Anctil-Robitaille, Benoit / Desrosiers, Christian / Lombaert, Herve et al. | 2020
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Blind Deconvolution of Fundamental and Harmonic Ultrasound ImagesHourani, Mohamad / Basarab, Adrian / Michailovich, Oleg / Matrone, Giulia / Ramalli, Alessandro / Kouame, Denis / Tourneret, Jean-Yves et al. | 2020
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Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic DataGozes, Ophir / Greenspan, Hayit et al. | 2020
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Zero-Shot Medical Image Artifact ReductionChen, Yu-Jen / Chang, Yen-Jung / Wen, Shao-Cheng / Shi, Yiyu / Xu, Xiaowei / Ho, Tsung-Yi / Jia, Qianjun / Huang, Meiping / Zhuang, Jian et al. | 2020
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Robust Algorithm for Denoising of Photon-Limited Dual-Energy Cone Beam CT ProjectionsZavala-Mondragon, Luis A. / van der Sommen, Fons / Ruijters, Danny / Engel, Klaus J. / Steinhauser, Heidrun / de With, Peter H.N. et al. | 2020
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Deblurring Cataract Surgery Videos Using a Multi-Scale Deconvolutional Neural NetworkGhamsarian, Negin / Taschwer, Mario / Schoeffmann, Klaus et al. | 2020
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In Silico Prediction of Cell Traction ForcesPielawski, Nicolas / Hu, Jianjiang / Stromblad, Staffan / Wahlby, Carolina et al. | 2020
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Optimizing Particle Detection by Colocalization Analysis in Multi-Channel Fluorescence Microscopy ImagesRitter, C. / Newrly, A. / Schifferdecker, S. / Roggenbach, I. / Muller, B. / Rohr, K. et al. | 2020
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Experimentally-Generated Ground Truth for Detecting Cell Types in an Image-Based Immunotherapy ScreenBoyd, Joseph / Gouveia, Zelia / Perez, Franck / Walter, Thomas et al. | 2020
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Short Trajectory Segmentation with 1D UNET Framework: Application to Secretory Vesicle DynamicsDmitrieva, Mariia / Lefebvre, Joel / delas Penas, Kristofer / Zenner, Helen L / Richens, Jennifer / St Johnston, Daniel / Rittscher, Jens et al. | 2020
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Substituting Gadolinium in Brain MRI Using DeepContrastSun, Haoran / Liu, Xueqing / Feng, Xinyang / Liu, Chen / Zhu, Nanyan / Gjerswold-Selleck, Sabrina J. / Wei, Hong-Jian / Upadhyayula, Pavan S. / Mela, Angeliki / Wu, Cheng-Chia et al. | 2020
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Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRIMani, Merry P. / Aggarwal, Hemant K. / Ghosh, Sanjay / Jacob, Mathews et al. | 2020
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Deep Learning Fast MRI Using Channel Attention in Magnitude DomainLee, Joonhyung / Kim, Hyunjong / Chung, HyungJin / Ye, Jong Chul et al. | 2020
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Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled DataYaman, Burhaneddin / Hosseini, Seyed Amir Hossein / Moeller, Steen / Ellermann, Jutta / Ugurbil, Kamil / Akcakaya, Mehmet et al. | 2020
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Joint Optimization of Sampling Pattern and Priors in Model Based Deep LearningAggarwal, Hemant K. / Jacob, Mathews et al. | 2020
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A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR ImagesHammouda, K. / Khalifa, F. / Soliman, A. / Abdeltawab, H. / Ghazal, M. / El-Ghar, M. Abou / Haddad, A. / Darwish, H. E. / Keynton, R. / El-Baz, A. et al. | 2020
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Center-Sensitive and Boundary-Aware Tooth Instance Segmentation and Classification from Cone-Beam CTWu, Xiyi / Chen, Huai / Huang, Yijie / Guo, Huayan / Qiu, Tiantian / Wang, Lisheng et al. | 2020
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Mask Mining for Improved Liver Lesion SegmentationRoth, Karsten / Hesser, Jurgen / Konopczynski, Tomasz et al. | 2020
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Evaluating Multi-Class Segmentation Errors with Anatomical PriorsWang, Xiaoqian / Zhang, Qianyi / Zhou, Zhen / Liu, Feng / Yu, Yizhou / Wang, Yizhou / Gao, Wen et al. | 2020
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FRR-NET: Fast Recurrent Residual Networks for Real-Time Catheter Segmentation and Tracking in Endovascular Aneurysm RepairZhou, Yan-Jie / Xie, Xiao-Liang / Hou, Zeng-Guang / Bian, Gui-Bin / Liu, Shi-Qi / Zhou, Xiao-Hu et al. | 2020
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3D Optical Flow Estimation Combining 3D Census Signature and Total Variation RegularizationManandhar, Sandeep / Bouthemy, Patrick / Welf, Eric / Roudot, Philippe / Kervrann, Charles et al. | 2020
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Tracking of Particles in Fluorescence Microscopy Images Using a Spatial Distance Model for Brownian MotionSpilger, R. / Hellgoth, J. / Lee, J.-Y. / Hanselmann, S. / Herten, D.-P. / Bartenschlager, R. / Rohr, K. et al. | 2020
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Nuclei Segmentation Using Mixed Points and Masks Selected From UncertaintyQu, Hui / Yi, Jingru / Huang, Qiaoying / Wu, Pengxiang / Metaxas, Dimitris et al. | 2020
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Volumetric Landmark Detection with a Multi-Scale Shift Equivariant Neural NetworkMa, Tianyu / Gupta, Ajay / Sabuncu, Mert R. et al. | 2020
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Multi Tissue Modelling of Diffusion MRI Signal Reveals Volume Fraction BiasFrigo, Matteo / Fick, Rutger H. J. / Zucchelli, Mauro / Deslauriers-Gauthier, Samuel / Deriche, Rachid et al. | 2020
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Reinforcement Tractography: A Hybrid Approach for Robust Segmentation of Complex Fiber BundlesCabeen, Ryan P. / Toga, Arthur W. et al. | 2020
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Modeling the Topology of Cerebral Microvessels Via Geometric Graph ContractionDamseh, Rafat / Cheriet, Farida / Lesage, Frederic et al. | 2020
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A Computational Diffusion MRI Framework for Biomarker Discovery in a Rodent Model of Post-Traumatic EpileptogenesisCabeen, Ryan P. / Immonen, Riikka / Harris, Neil G. / Grohn, Olli / Smith, Gregory / Manninen, Eppu / Garner, Rachael / Duncan, Dominique / Pitkanen, Asla / Toga, Arthur W. et al. | 2020
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Impact of 1D and 2D Visualisation on EEG-fMRI Neurofeedback Training During a Motor Imagery TaskCury, Claire / Lioi, Giulia / Perronnet, Lorraine / Lecuyer, Anatole / Maurel, Pierre / Barillot, Christian et al. | 2020
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Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum DisorderMellema, Cooper J. / Treacher, Alex / Nguyen, Kevin P. / Montillo, Albert et al. | 2020
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Anatomically Informed Bayesian Spatial Priors for FMRI AnalysisAbramian, David / Siden, Per / Knutsson, Hans / Villani, Mattias / Eklund, Anders et al. | 2020
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Learning Latent Structure Over Deep Fusion Model of Mild Cognitive ImpairmentWang, Li / Zhang, Lu / Zhu, Dajiang et al. | 2020
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Improved motion correction for functional MRI using an omnibus regression modelRaval, Vyom / Nguyen, Kevin P. / Mellema, Cooper / Montillo, Albert et al. | 2020
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Multi-scale Unrolled Deep Learning Framework for Accelerated Magnetic Resonance ImagingNakarmi, Ukash / Cheng, Joseph Y. / Rios, Edgar P. / Mardani, Morteza / Pauly, John M. / Ying, Leslie / Vasanawala, Shreyas S. et al. | 2020
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R-FMRI Reconstruction from K-T Undersampled Simultaneous-Multislice (SMS) MRI with Controlled Aliasing: Towards Higher Spatial ResolutionKulkarni, Prachi H. / Gupta, Kratika / Merchant, S. N. / Awate, Suyash P. et al. | 2020
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DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image ReconstructionRamanarayanan, Sriprabha / Murugesan, Balamurali / Ram, Keerthi / Sivaprakasam, Mohanasankar et al. | 2020
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Multi-Echo Recovery with Field Inhomogeneity Compensation Using Structured Low-Rank Matrix CompletionSiemonsma, Stephen / Kruger, Stanley / Balachandrasekaran, Arvind / Mani, Merry / Jacob, Mathews et al. | 2020
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Fast Automatic Parameter Selection for MRI ReconstructionToma, Tanjin Taher / Weller, Daniel S. et al. | 2020
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Unsupervised Learning for Compressed Sensing MRI Using CycleganOh, Gyutaek / Sim, Byeongsu / Ye, Jong Chul et al. | 2020
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Diagnosing Colorectal Polyps in the Wild with Capsule NetworksLaLonde, Rodney / Kandel, Pujan / Spampinato, Concetto / Wallace, Michael B. / Bagci, Ulas et al. | 2020
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Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis Of Deformation Fields in Huntington's DiseaseHett, Kilian / Johnson, Hans / Coupe, Pierrick / Paulsen, Jane S. / Long, Jeffrey D. / Oguz, Ipek et al. | 2020
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Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact AnalysisMajor, David / Lenis, Dimitrios / Wimmer, Maria / Sluiter, Gert / Berg, Astrid / Buhler, Katja et al. | 2020
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BI-Modal Ultrasound Breast Cancer Diagnosis Via Multi-View Deep Neural Network SVMGong, Bangming / Shen, Lu / Chang, Cai / Zhou, Shichong / Zhou, Weijun / Li, Shuo / Shi, Jun et al. | 2020
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Fully Automatic Computer-aided Mass Detection and Segmentation via Pseudo-color Mammograms and Mask R-CNNMin, Hang / Wilson, Devin / Huang, Yinhuang / Liu, Siyu / Crozier, Stuart / Bradley, Andrew P / Chandra, Shekhar S. et al. | 2020
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Reading Mammography with Multiple Prior ExamsSong, Chao / Sainz de Cea, Maria V. / Richmond, David et al. | 2020
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Analysis of the Influence of Diffeomorphic Normalization in the Prediction of Stable VS Progressive MCI Conversion with Convolutional Neural NetworksRamon-Julvez, Ubaldo / Hernandez, Monica / Mayordomo, Elvira / Adni et al. | 2020
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Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location LearningKashyap, Satyananda / Karargyris, Alexandros / Wu, Joy / Gur, Yaniv / Sharma, Arjun / Wong, Ken C. L. / Moradi, Mehdi / Syeda-Mahmood, Tanveer et al. | 2020
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Deep Learning Based Segmentation of Body Parts in CT Localizers and Application to Scan PlanningDeshpande, Hrishikesh / Bergtholdt, Martin / Gotman, Shlomo / Saalbach, Axel / Senegas, Julien et al. | 2020
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Supervised Augmentation: Leverage Strong Annotation for Limited DataZheng, Han / Shang, Hong / Sun, Zhongqian / Fu, Xinghui / Yao, Jianhua / Huang, Junzhou et al. | 2020
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Exploiting “Uncertain” Deep Networks for Data Cleaning in Digital PathologyPonzio, Francesco / Deodato, Giacomo / Macii, Enrico / Di Cataldo, Santa / Ficarra, Elisa et al. | 2020
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DRU-Net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationJafari, Mina / Auer, Dorothee / Francis, Susan / Garibaldi, Jonathan / Chen, Xin et al. | 2020
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Object Segmentation with Deep Neural Nets Coupled with a Shape Prior, When Learning From a Training set of Limited Quality and Small SizeShigwan, Saurabh J. / Gaikwad, Akshay V. / Awate, Suyash P. et al. | 2020
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Robust Detection of Adversarial Attacks on Medical ImagesLi, Xin / Zhu, Dongxiao et al. | 2020
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Self-Supervision vs. Transfer Learning: Robust Biomedical Image Analysis Against Adversarial AttacksAnand, Deepak / Tank, Darshan / Tibrewal, Harshvardhan / Sethi, Amit et al. | 2020
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Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in Mr ImagesBoutillon, A. / Borotikar, B. / Burdin, V. / Conze, P.-H. et al. | 2020
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A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image SegmentationLi, Ruizhe / Wagner, Christian / Chen, Xin / Auer, Dorothee et al. | 2020
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Hybrid Cascaded Neural Network for Liver Lesion SegmentationDey, Raunak / Hong, Yi et al. | 2020
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Robust Automatic Multiple Landmark DetectionJain, Arjit / Powers, Alexander / Johnson, Hans J. et al. | 2020
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Neural Network Segmentation of Cell Ultrastructure Using Incomplete AnnotationFrancis, John Paul / Wang, Hongzhi / White, Kate / Syeda-Mahmood, Tanveer / Stevens, Raymond et al. | 2020
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Radiomic Feature Stability Analysis Based on Probabilistic SegmentationsHaarburger, Christoph / Schock, Justus / Truhn, Daniel / Weitz, Philippe / Mueller-Franzes, Gustav / Weninger, Leon / Merhof, Dorit et al. | 2020
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Deep Learning and Unsupervised Fuzzy C-Means Based Level-Set Segmentation for Liver TumorZhang, Yue / Wu, Jiong / Jiang, Benxiang / Ji, Dongcen / Chen, Yifan / Wu, Ed X. / Tang, Xiaoying et al. | 2020
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Lymphoma Segmentation in PET Images Based on Multi-view and Conv3D Fusion StrategyHu, Haigen / Shen, Leizhao / Zhou, Tongxue / Decazes, Pierre / Vera, Pierre / Ruan, Su et al. | 2020
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Liver Guided Pancreas SegmentationZhang, Yue / Wu, Jiong / Wang, Simao / Liu, Yilong / Chen, Yifan / Wu, Ed X. / Tang, Xiaoying et al. | 2020
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Adversarial-Prediction Guided Multi-Task Adaptation for Semantic Segmentation of Electron Microscopy ImagesYi, Jiajin / Yuan, Zhimin / Peng, Jialin et al. | 2020
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Caesar: Segment-Wise Alignment Method for Solving Discontinuous DeformationsPopovych, Sergiy / Alexander Bae, J. / Seung, H. Sebastian et al. | 2020
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EM-Net: Centerline-Aware Mitochondria Segmentation in EM Images Via Hierarchical View-Ensemble Convolutional NetworkYuan, Zhimin / Yi, Jiajin / Luo, Zhengrong / Jia, Zhongdao / Peng, Jialin et al. | 2020
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Inception Capsule Network for Retinal Blood Vessel Segmentation and Centerline ExtractionKromm, C. / Rohr, K. et al. | 2020
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Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT ImageZhou, Kang / Gao, Shenghua / Cheng, Jun / Gu, Zaiwang / Fu, Huazhu / Tu, Zhi / Yang, Jianlong / Zhao, Yitian / Liu, Jiang et al. | 2020
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Learning to Segment Vessels from Poorly Illuminated Fundus ImagesNasery, Vibha / Soundararajan, Krishna Bairavi / Galeotti, John et al. | 2020
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CTF-Net: Retinal Vessel Segmentation via Deep Coarse-To-Fine Supervision NetworkWang, Kun / Zhang, Xiaohong / Huang, Sheng / Wang, Qiuli / Chen, Feiyu et al. | 2020
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Lesion-Aware Segmentation Network for Atrophy and Detachment of Pathological Myopia on Fundus ImagesGuo, Yan / Wang, Rui / Zhou, Xia / Liu, Yang / Wang, Lilong / Lv, Chuanfeng / Lv, Bin / Xie, Guotong et al. | 2020
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Retinal Vessel Segmentation by Probing Adaptive to Lighting VariationsNoyel, G. / Vartin, C. / Boyle, P. / Kodjikian, L. et al. | 2020
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A Data-Aware Deep Supervised Method for Retinal Vessel SegmentationMishra, Suraj / Chen, Danny Z. / Hu, X. Sharon et al. | 2020
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Classification of Ocular Diseases Employing Attention-Based Unilateral and Bilateral Feature Weighting and FusionHe, Junjun / Li, Cheng / Ye, Jin / Wang, Shanshan / Qiao, Yu / Gu, Lixu et al. | 2020
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Automatic Classification of Artery/Vein from Single Wavelength Fundus ImagesRaj, P. Kevin / Manjunath, Aniketh / Kumar, J. R. Harish / Seelamantula, Chandra Sekhar et al. | 2020
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Compact Representation Learning Using Class Specific Convolution Coders - Application to Medical Image ClassificationUpadhyay, Uddeshya / Banerjee, Biplab et al. | 2020
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An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal ImagesNguyen, Huu-Giao / Blank, Annika / Lugli, Alessandro / Zlobec, Inti et al. | 2020
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Unsupervised Learning of Contextual Information in Multiplex Immunofluorescence Tissue CytometryJimenez-Sanchez, Daniel / Ariz, Mikel / Ortiz-de-Solorzano, Carlos et al. | 2020
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Adversarial-Based Domain Adaptation Networks for Unsupervised Tumour Detection in HistopathologyFigueira, Goncalo / Wang, Yaqi / Sun, Lingling / Zhou, Huiyu / Zhang, Qianni et al. | 2020
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Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide ImagingWang, Tongxin / Lu, Weijia / Yang, Fan / Liu, Li / Dong, Zhongyi / Tang, Weimin / Chang, Jia / Huan, Wenjing / Huang, Kun / Yao, Jianhua et al. | 2020
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Region of Interest Identification for Cervical Cancer ImagesGupta, Manish / Das, Chetna / Roy, Arnab / Gupta, Prashant / Pillai, G. Radhakrishna / Patole, Kamlakar et al. | 2020
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3D Mapping of TAU Neurofibrillary Tangle Pathology in the Human Medial Temporal LobeYushkevich, Paul A. / de Onzono Martin, Maria Mercedes Iniguez / Ittyerah, Ranjit / Lim, Sydney / Lavery, Madigan / Wang, Jiancong / Hung, Ling Yu / Vergnet, Nicolas / Ravikumar, Sadhana / Xie, Long et al. | 2020
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Encoding Human Cortex Using Spherical CNNs - A Study on Alzheimer's Disease ClassificationBarbaroux, Hugo / Feng, Xinyang / Yang, Jie / Laine, Andrew F. / Angelini, Elsa D. et al. | 2020
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Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical VariablesSaboo, Krishnakant / Hu, Chang / Varatharajah, Yogatheesan / Vemuri, Prashanthi / Iyer, Ravishankar et al. | 2020
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Improving Diagnosis of Autism Spectrum Disorder and Disentangling its Heterogeneous Functional Connectivity Patterns Using Capsule NetworksJiao, Zhicheng / Li, Hongming / Fan, Yong et al. | 2020
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Deep Learning of Cortical Surface Features Using Graph-Convolution Predicts Neonatal Brain Age and Neurodevelopmental OutcomeLiu, Mengting / Duffy, Ben A. / Sun, Zhe / Toga, Arthur W. / Barkovich, A. James / Xu, Duan / Kim, Hosung et al. | 2020
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Unsupervised Task Design to Meta-Train Medical Image ClassifiersMaicas, Gabriel / Nguyen, Cuong / Motlagh, Farbod / Nascimento, Jacinto C. / Carneiro, Gustavo et al. | 2020
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Computer-Aided Diagnosis of Congenital Abnormalities of the Kidney and Urinary Tract in Children Using a Multi-Instance Deep Learning Method Based on Ultrasound Imaging DataYin, Shi / Peng, Qinmu / Li, Hongming / Zhang, Zhengqiang / You, Xinge / Fischer, Katherine / Furth, Susan L. / Tasian, Gregory E. / Fan, Yong et al. | 2020
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Machine-Learning on Liver Ultrasound to Stratify Multiple Diseases via Blood-Vessels and Perfusion CharacteristicsBayet, Jules / Hoogenboom, Tim / Sharma, Rohini / Angelini, Elsa D. et al. | 2020
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False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI ScansYu, Xin / Lou, Bin / Shi, Bibo / Winkel, David / Arrahmane, Nacim / Diallo, Mamadou / Meng, Tongbai / von Busch, Heinrich / Grimm, Robert / Kiefer, Berthold et al. | 2020
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Polyp Detection in Colonoscopy Videos by Bootstrapping Via Temporal ConsistencyMa, Yiting / Chen, Xuejin / Sun, Bin et al. | 2020
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ErrorNet: Learning Error Representations from Limited Data to Improve Vascular SegmentationTajbakhsh, Nima / Lai, Brian / Ananth, Shilpa P. / Ding, Xiaowei et al. | 2020
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Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic RetinopathyHuang, Yijin / Lin, Li / Li, Meng / Wu, Jiewei / Cheng, Pujin / Wang, Kai / Yuan, Jin / Tang, Xiaoying et al. | 2020
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How to Extract More Information with Less Burden: Fundus Image Classification and Retinal Disease Localization with Ophthalmologist InterventionMeng, Qier / Hashimoto, Yohei / Satoh, Shin'ichi et al. | 2020
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SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema GradingTu, Zhi / Gao, Shenghua / Zhou, Kang / Chen, Xianing / Fu, Huazhu / Gu, Zaiwang / Cheng, Jun / Yu, Zehao / Liu, Jiang et al. | 2020
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Spatially Informed CNN for Automated Cone Detection in Adaptive Optics Retinal ImagesJin, Heng / Morgan, Jessica I. W. / Gee, James C. / Chen, Min et al. | 2020
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Automatic Angle-Closure Glaucoma Screening Based on the Localization of Scleral Spur in Anterior Segment OCTLi, Panming / Geng, Le / Zhu, Weifang / Shi, Fei / Chen, Xinjian et al. | 2020
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Twin Classification in Resting-State Brain ConnectivityGritsenko, Andrey / Lindquist, Martin / Chung, Moo K. et al. | 2020
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Optimize CNN Model for FMRI Signal Classification Via Adanet-Based Neural Architecture SearchDai, Haixing / Ge, Fangfei / Li, Qing / Zhang, Wei / Liu, Tianming et al. | 2020
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A Novel Framework for Grading Autism Severity Using Task-Based FMRIHaweel, Reem / Dekhil, Omar / Shalaby, Ahmed / Mahmoud, Ali / Ghazal, Mohammed / Khalil, Ashraf / Keynton, Robert / Barnes, Gregory / El-Baz, Ayman et al. | 2020
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Volumetric Registration of Brain Cortical Regions by Automatic Landmark Matching and Large Deformation DiffeomorphismsHe, Hengda / Razlighi, Qolamreza et al. | 2020
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A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional NetworksChen, Anqi / Yang, Defu / Yan, Chenggang / Peng, Ziwen / Kim, Minjeong / Laurienti, Paul J. / Wu, Guorong et al. | 2020
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Task fMRI Guided Fiber Clustering via a Deep Clustering MethodWang, Huan / Dong, Qinglin / Qiang, Ning / Zhang, Xin / Liu, Tianming / Ge, Bao et al. | 2020
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Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI Using Deep 3D Convolutional Neural NetworksLi, Xiangrui / Hect, Jasmine / Thomason, Moriah / Zhu, Dongxiao et al. | 2020
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Calibrationless Parallel MRI Using Model Based Deep Learning (C-MODL)Pramanik, Aniket / Aggarwal, Hemant / Jacob, Mathews et al. | 2020
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An Evaluation of Regularization Strategies for Subsampled Single-Shell Diffusion MRILiu, Yunsong / Liao, Congyu / Setsompop, Kawin / Haldar, Justin P. et al. | 2020
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Benchmarking Deep Nets MRI Reconstruction Models on the Fastmri Publicly Available DatasetRamzi, Zaccharie / Ciuciu, Philippe / Starck, Jean-Luc et al. | 2020
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Fast High Dynamic Range MRI by Contrast Enhancement NetworksMarques, Matthew / Engstrom, Craig / Fripp, Jurgen / Crozier, Stuart / Chandra, Shekhar S. et al. | 2020
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Arterial input function and tracer kinetic model-driven network for rapid inference of kinetic maps in Dynamic Contrast-Enhanced MRI (AIF-TK-net)Kettelkamp, Joseph / Lingala, Sajan Goud et al. | 2020
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Mr Imaging and Spectroscopy for Biomarker Characterization in Golden Retriever Muscular Dystrophy Tissue SamplesDel Bosque, Romina / Valle, Edith / Wilcox, Matthew / Carrell, Travis / Nghiem, Peter / Wright, Steven M. / McDougall, Mary et al. | 2020
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DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS DataAhmed, Olfa Ben / Fezzani, Seifeddine / Guillevin, Carole / Fezai, Lobna / Naudin, Mathieu / Gianelli, Benoit / Fernandez-Maloigne, Christine et al. | 2020
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Efficient Detection of EMVI in Rectal Cancer Via Richer Context Information and Feature FusionLi, Shuai / Zhang, Zhengdong / Lu, Yun et al. | 2020
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Deep Learning Based Detection of Acute Aortic Syndrome in Contrast CT ImagesYellapragada, Manikanta Srikar / Xie, Yiting / Graf, Benedikt / Richmond, David / Krishnan, Arun / Sitek, Arkadiusz et al. | 2020
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Semi-Supervised Multi-Domain Multi-Task Training for Metastatic Colon Lymph Node Diagnosis from Abdominal CTGlaser, Saskia / Maicas, Gabriel / Bedrikovetski, Sergei / Sammour, Tarik / Carneiro, Gustavo et al. | 2020
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Computer Aided Diagnosis of Clinically Significant Prostate Cancer in Low-Risk Patients on Multi-Parametric MR Images Using Deep LearningArif, Muhammad / Schoots, Ivo G / Castillo T., Jose M. / Roobol, Monique J. / Niessen, Wiro / Veenland, Jifke F. et al. | 2020
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Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion RetrievalWang, Juan / Lei, Liang / Yang, Yongyi et al. | 2020
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Medical Data Inquiry Using a Question Answering ModelLiao, Zhibin / Liu, Lingqiao / Wu, Qi / Teney, Damien / Shen, Chunhua / van den Hengel, Anton / Verjans, Johan et al. | 2020
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Unsupervised Adversarial Correction of Rigid MR Motion ArtifactsArmanious, Karim / Tanwar, Aastha / Abdulatif, Sherif / Kustner, Thomas / Gatidis, Sergios / Yang, Bin et al. | 2020
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AF-SEG: An Annotation-Free Approach for Image Segmentation by Self-Supervision and Generative Adversarial NetworkYu, Fei / Dong, Hexin / Zhang, Mo / Zhao, Jie / Dong, Bin / Li, Quanzheng / Zhang, Li et al. | 2020
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MixModule: Mixed CNN Kernel Module for Medical Image SegmentationYu, Henry H. / Feng, Xue / Wang, Ziwen / Sun, Hao et al. | 2020
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Mitigating Adversarial Attacks on Medical Image Understanding SystemsPaul, Rahul / Schabath, Matthew / Gillies, Robert / Hall, Lawrence / Goldgof, Dmitry et al. | 2020
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CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-at-Risk Segmentation in Head and Neck CT ImagesLiu, Zuhao / Wang, Huan / Lei, Wenhui / Wang, Guotai et al. | 2020
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Using Transfer Learning and Class Activation Maps Supporting Detection and Localization of Femoral Fractures on Anteroposterior RadiographsGupta, Vikash / Demirer, Mutlu / Bigelow, Matthew / Yu, Sarah M / Yu, Joseph S / Prevedello, Luciano M / White, Richard D. / Erdal, Barbaros S et al. | 2020
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Knowledge Transfer Between Datasets for Learning-Based Tissue Microstructure EstimationQin, Yu / Li, Yuxing / Liu, Zhiwen / Ye, Chuyang et al. | 2020
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Deep Learning Models to Study the Early Stages of Parkinson's DiseaseRamirez, Veronica Munoz / Kmetzsch, Virgilio / Forbes, Florence / Dojat, Michel et al. | 2020
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Liver Segmentation in CT with MRI Data: Zero-Shot Domain Adaptation by Contour Extraction and Shape PriorsPham, D. D. / Dovletov, G. / Pauli, J. et al. | 2020
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Deep Random Forests for Small Sample Size Prediction with Medical Imaging DataKatzmann, Alexander / Muehlberg, Alexander / Suehling, Michael / Norenberg, Dominik / Holch, Julian Walter / Gross, Horst-Michael et al. | 2020
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Modeling Heterogeneity in Feature Selection for MCI ClassificationZhu, Wei / Shi, Feng / Luo, Jiebo et al. | 2020
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Training Liver Vessel Segmentation Deep Neural Networks on Noisy Labels from Contrast CT ImagingXu, Minfeng / Wang, Yu / Chi, Ying / Hua, Xiansheng et al. | 2020
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Super-Resolution and Self-Attention with Generative Adversarial Network for Improving Malignancy Characterization of Hepatocellular CarcinomaLi, Yunling / Huang, Hui / Zhang, Lijuan / Wang, Guangyi / Zhang, Honglai / Zhou, Wu et al. | 2020
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OCT Image Quality Evaluation Based on Deep and Shallow Features Fusion NetworkWang, Rui / Fan, Dongyi / Lv, Bin / Wang, Min / Zhou, Qienyuan / Lv, Chuanfeng / Xie, Guotong / Wang, Lilong et al. | 2020
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Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence TomographyHu, Yan / Yang, Jianlong / Cheng, Jun / Liu, Jiang et al. | 2020
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Unsupervised Domain Adaptation for Cross-Device OCT Lesion Detection via Learning Adaptive FeaturesYang, Suhui / Zhou, Xia / Wang, Jun / Xie, Guotong / Lv, Chuanfeng / Gao, Peng / Lv, Bin et al. | 2020
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Hierarchy-Constrained Network for Corneal Tissue Segmentation Based on Anterior Segment OCT ImagesLiu, Yang / Li, Dongfang / Guo, Yan / Zhou, Xia / Dong, Yanling / Guo, Zhen / Xie, Guotong / Lv, Chuanfeng / Lv, Bin et al. | 2020
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Deep Learning for High Speed Optical Coherence ElastographyNeidhardt, M. / Bengs, M. / Latus, S. / Schluter, M. / Saathoff, T. / Schlaefer, A. et al. | 2020
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Reservoir Computing for Jurkat T-cell Segmentation in High Resolution Live Cell Ca2+ Fluorescence MicroscopyHadaeghi, Fatemeh / Diercks, Bjorn-Philipp / Wolf, Insa M.A. / Werner, Rene et al. | 2020
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Enumeration of Ampicillin-Resistant $E.\ Coli$ in Blood Using Droplet Microfluidics and High-Speed Image ProcessingLi, Yiyan / Cherukury, Hemanth / Zimak, Jan / Harrison, Jacob / Peterson, Ellena / Zhao, Weian et al. | 2020
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Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin FilamentsLefebvre, Joel / Javer, Avelino / Dmitrieva, Mariia / Rittscher, Jens / Lewkow, Bohdan / Allgeyer, Edward / Sirinakis, George / Johnston, Daniel St. et al. | 2020
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ISING-GAN: Annotated Data Augmentation with a Spatially Constrained Generative Adversarial NetworkDimitrakopoulos, P. / Sfikas, G. / Nikou, C. et al. | 2020
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Escell: Emergent Symbolic Cellular LanguageChowdhury, Aritra / Kubricht, James R. / Sood, Anup / Tu, Peter / Santamaria-Pang, Alberto et al. | 2020
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Image-Based Simulations of Tubular Network FormationSvoboda, David / Necasova, Tereza et al. | 2020
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Estimation of Cell Cycle States of Human Melanoma Cells with Quantitative Phase Imaging and Deep LearningHenser-Brownhill, Tristan / Ju, Robert J. / Haass, Nikolas K. / Stehbens, Samantha J. / Ballestrem, Christoph / Cootes, Timothy F. et al. | 2020
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Weakly-Supervised Prediction of Cell Migration Modes in Confocal Microscopy Images Using Bayesian Deep LearningGupta, Anindya / Larsson, Veronica / Matuszewski, Damian / Stromblad, Staffan / Wahlby, Carolina et al. | 2020
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Transcriptome-Supervised Classification of Tissue Morphology Using Deep LearningAndersson, Axel / Partel, Gabriele / Solorzano, Leslie / Wahlby, Carolina et al. | 2020
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Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Trackingdelas Penas, Kristofer / Dmitrieva, Mariia / Lefebvre, Joel / Zenner, Helen / Allgeyer, Edward / Booth, Martin / St Johnston, Daniel / Rittscher, Jens et al. | 2020
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MULTI-FRAME CT-VIDEO REGISTRATION FOR 3D AIRWAY-WALL ANALYSISByrnes, Patrick D. / Higgins, William E. et al. | 2020
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A Deep Learning Approach to Video Fluoroscopic Swallowing Exam ClassificationWilhelm, Patrick / Reinhardt, Joseph M. / Van Daele, Douglas et al. | 2020
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Recurrent Neural Networks for Compressive Video ReconstructionMur, Antonio Lorente / Peyrin, Francoise / Ducros, Nicolas et al. | 2020
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Reduce False-Positive Rate by Active Learning for Automatic Polyp Detection in Colonoscopy VideosGuo, Zhe / Zhang, Ruiyao / Li, Qin / Liu, Xinkai / Nemoto, Daiki / Togashi, Kazutomo / Niroshana, S.M. Isuru / Shi, Yuchen / Zhu, Xin et al. | 2020
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Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy VideosPulido, J. Vince / Guleriai, Shan / Ehsan, Lubaina / Shah, Tilak / Syed, Sana / Brown, Don E. et al. | 2020
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Prediction of Language Impairments in Children Using Deep Relational Reasoning with DWI DataBanerjee, Soumyanil / Dong, Ming / Lee, Min-Hee / O'Hara, Nolan / Asano, Eishi / Jeong, Jeong-Won et al. | 2020
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Enriching Statistical Inferences on Brain Connectivity for Alzheimer's Disease Analysis via Latent Space Graph EmbeddingMa, Xin / Wu, Guorong / Kim, Won Hwa et al. | 2020
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Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic CurvesIrimia, Andrei / Fan, Di / Chaudhari, Nikhil N. / Ngo, Van / Zhang, Fan / Joshi, Shantanu H. / O'Donnell, Lauren J. et al. | 2020
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Analysis of Consistency in Structural and Functional Connectivity of Human BrainOsmanlioglu, Yusuf / Alappatt, Jacob A. / Parker, Drew / Verma, Ragini et al. | 2020
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Functional Multi-Connectivity: A Novel Approach To Assess Multi-Way Entanglement Between Networks and VoxelsIraji, Armin / Lewis, Noah / Faghiri, Ashkan / Fu, Zening / DeRamus, Thomas / Abrol, Anees / Qi, Shile / Calhoun, Vince et al. | 2020
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Agglomerative Region-Based AnalysisHigger, Matt / Wassermann, Demian / Shenton, Martha / Bouix, Sylvain et al. | 2020
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Discovering Salient Anatomical Landmarks by Predicting Human GazeDroste, R. / Chatelain, P. / Drukker, L. / Sharma, H. / Papageorghiou, A. T. / Noble, J. A. et al. | 2020
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Front Matter| 2020