Abstract is missing.
- Channel Embedding for Informative Protein Identification from Highly Multiplexed ImagesSalma Abdel Magid, Won-Dong Jang, Denis Schapiro, Donglai Wei, James Tompkin, Peter K. Sorger, Hanspeter Pfister. 3-13 [doi]
- Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix FactorizationAmin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Vivek Venkatachalam, Albert Lin, Aravinthan D. T. Samuel, Oliver Hobert, Liam Paninski. 14-24 [doi]
- Automated Measurements of Key Morphological Features of Human Embryos for IVFBrian D. Leahy, Won-Dong Jang, Helen Y. Yang, Robbert Struyven, Donglai Wei, Zhe Sun, Kylie R. Lee, Charlotte Royston, Liz Cam, Yael Kalma, Foad Azem, Dalit Ben-Yosef, Hanspeter Pfister, Daniel Needleman. 25-35 [doi]
- A Novel Approach to Tongue Standardization and Feature ExtractionChenhao Wang, Camilla Cattaneo, Jing Liu, Wender Bredie, Ella Pagliarini, Jon Sporring. 36-45 [doi]
- Patch-Based Non-local Bayesian Networks for Blind Confocal Microscopy DenoisingSaeed Izadi, Ghassan Hamarneh. 46-55 [doi]
- Attention-Guided Quality Assessment for Automated Cryo-EM Grid ScreeningHong Xu, David E. Timm, Shireen Y. Elhabian. 56-65 [doi]
- MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM ImagesDonglai Wei, Zudi Lin, Daniel Franco-Barranco, Nils Wendt, Xingyu Liu, Wenjie Yin, Xin Huang, Aarush Gupta, Won-Dong Jang, Xueying Wang, Ignacio Arganda-Carreras, Jeff W. Lichtman, Hanspeter Pfister. 66-76 [doi]
- Learning Guided Electron Microscopy with Active AcquisitionLu Mi, Hao Wang, Yaron Meirovitch, Richard Schalek, Srinivas C. Turaga, Jeff W. Lichtman, Aravinthan D. T. Samuel, Nir Shavit. 77-87 [doi]
- Neuronal Subcompartment Classification and Merge Error CorrectionHanyu Li, Michal Januszewski, Viren Jain, Peter H. Li. 88-98 [doi]
- Microtubule Tracking in Electron Microscopy VolumesNils Eckstein, Julia M. Buhmann, Matthew Cook 0001, Jan Funke. 99-108 [doi]
- Leveraging Tools from Autonomous Navigation for Rapid, Robust Neuron ConnectivityNathan Drenkow, Justin Joyce, Jordan Matelsky, Jennifer Heiko, Reem Larabi, Brock Wester, Dean Kleissas, William R. Gray Roncal. 109-118 [doi]
- Statistical Atlas of C. elegans NeuronsErdem Varol, Amin Nejatbakhsh, Ruoxi Sun, Gonzalo E. Mena, Eviatar Yemini, Oliver Hobert, Liam Paninski. 119-129 [doi]
- Probabilistic Joint Segmentation and Labeling of C. elegans NeuronsAmin Nejatbakhsh, Erdem Varol, Eviatar Yemini, Oliver Hobert, Liam Paninski. 130-140 [doi]
- Segmenting Continuous but Sparsely-Labeled Structures in Super-Resolution Microscopy Using Perceptual GroupingJiabing Li, Camille Artur, Jason L. Eriksen, Badrinath Roysam, David Mayerich. 141-150 [doi]
- DISCo: Deep Learning, Instance Segmentation, and Correlations for Cell Segmentation in Calcium ImagingElke Kirschbaum, Alberto Bailoni, Fred A. Hamprecht. 151-162 [doi]
- Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation LearningShiyu Deng, Xueyang Fu, Zhiwei Xiong, Chang Chen, Dong Liu 0002, Xuejin Chen, Qing Ling, Feng Wu 0001. 163-173 [doi]
- Background and Illumination Correction for Time-Lapse Microscopy Data with Correlated ForegroundTingying Peng, Lorenz Lamm, Dirk Loeffler, Nouraiz Ahmed, Nassir Navab, Timm Schroeder, Carsten Marr. 174-183 [doi]
- Joint Spatial-Wavelet Dual-Stream Network for Super-ResolutionZhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan. 184-193 [doi]
- Towards Neuron Segmentation from Macaque Brain Images: A Weakly Supervised ApproachMeng Dong, Dong Liu 0002, Zhiwei Xiong, Xuejin Chen, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu 0001. 194-203 [doi]
- 3D Reconstruction and Segmentation of Dissection Photographs for MRI-Free NeuropathologyHenry F. J. Tregidgo, Adrià Casamitjana, Caitlin Latimer, Mitchell Kilgore, Eleanor D. Robinson, Emily Blackburn, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Christine L. Mac Donald, Dirk Keene, Juan Eugenio Iglesias. 204-214 [doi]
- DistNet: Deep Tracking by Displacement Regression: Application to Bacteria Growing in the Mother MachineJean Ollion, Charles Ollion. 215-225 [doi]
- A Weakly Supervised Deep Learning Approach for Detecting Malaria and Sickle Cells in Blood FilmsPetru Manescu, Christopher Bendkowski, Remy Claveau, Muna Elmi, Biobele J. Brown, Vijay Pawar, Mike J. Shaw, Delmiro Fernandez-Reyes. 226-235 [doi]
- Imaging Scattering Characteristics of Tissue in Transmitted MicroscopyMihoko Shimano, Yuta Asano, Shin Ishihara, Ryoma Bise, Imari Sato. 236-245 [doi]
- Attention Based Multiple Instance Learning for Classification of Blood Cell DisordersArio Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr. 246-256 [doi]
- A Generative Modeling Approach for Interpreting Population-Level Variability in Brain StructureRan Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie A. Harris, Sanmi Koyejo, Eva L. Dyer. 257-266 [doi]
- Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCTJakob Weiss, Michael Sommersperger, M. Ali Nasseri, Abouzar Eslami, Ulrich Eck, Nassir Navab. 267-276 [doi]
- Boundary-Assisted Region Proposal Networks for Nucleus SegmentationShengcong Chen, Changxing Ding, Dacheng Tao. 279-288 [doi]
- BCData: A Large-Scale Dataset and Benchmark for Cell Detection and CountingZhongyi Huang, Yao Ding 0006, Guoli Song, Lin Wang, Ruizhe Geng, Hongliang He, Shan Du, Xia Liu, Yonghong Tian 0001, Yongsheng Liang, S. Kevin Zhou, Jie Chen. 289-298 [doi]
- Weakly-Supervised Nucleus Segmentation Based on Point Annotations: A Coarse-to-Fine Self-Stimulated Learning StrategyKuan Tian, Jun Zhang, Haocheng Shen, Kezhou Yan, Pei-Dong, Jianhua Yao, Shannon Che, Pifu Luo, Xiao Han. 299-308 [doi]
- Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic GuidanceDwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao 0001. 309-319 [doi]
- A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological DatasetsHansheng Li, Xin Han, Yuxin Kang, Xiaoshuang Shi, Mengdi Yan, Zixu Tong, Qirong Bu, Lei Cui 0004, Jun Feng 0003, Lin Yang. 320-329 [doi]
- Histopathological Stain Transfer Using Style Transfer Network with Adversarial LossHarshal Nishar, Nikhil Chavanke, Nitin Singhal. 330-340 [doi]
- Instance-Aware Self-supervised Learning for Nuclei SegmentationXinpeng Xie, Jiawei Chen, Yuexiang Li, LinLin Shen, Kai Ma, Yefeng Zheng. 341-350 [doi]
- StyPath: Style-Transfer Data Augmentation for Robust Histology Image ClassificationPietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Becker, Chandra Mohan, Hien Van Nguyen. 351-361 [doi]
- Multimarginal Wasserstein Barycenter for Stain Normalization and AugmentationSaad Nadeem, Travis Hollmann, Allen R. Tannenbaum. 362-371 [doi]
- Corruption-Robust Enhancement of Deep Neural Networks for Classification of Peripheral Blood Smear ImagesSongtao Zhang, Qingwen Ni, Bing Li, Shan Jiang, Wenyu Cai, Hang Chen, Lin Luo. 372-381 [doi]
- Multi-field of View Aggregation and Context Encoding for Single-Stage Nucleus RecognitionTian Bai, Jiayu Xu, Fuyong Xing. 382-392 [doi]
- Self-supervised Nuclei Segmentation in Histopathological Images Using AttentionMihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou. 393-402 [doi]
- FocusLiteNN: High Efficiency Focus Quality Assessment for Digital PathologyZhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang. 403-413 [doi]
- Pairwise Relation Learning for Semi-supervised Gland SegmentationYutong Xie, Jianpeng Zhang, Zhibin Liao, Johan Verjans, Chunhua Shen, Yong Xia. 417-427 [doi]
- Ranking-Based Survival Prediction on Histopathological Whole-Slide ImagesDonglin Di, Shengrui Li, Jun Zhang 0018, Yue Gao 0002. 428-438 [doi]
- Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide ImagesZeyu Gao, Pargorn Puttapirat, Jiangbo Shi, Chen Li 0032. 439-448 [doi]
- Censoring-Aware Deep Ordinal Regression for Survival Prediction from Pathological ImagesLichao Xiao, Jin-Gang Yu, Zhifeng Liu, Jiarong Ou, Shule Deng, Zhenhua Yang, Yuanqing Li. 449-458 [doi]
- Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case RecommendationYushan Zheng, Zhiguo Jiang, Haopeng Zhang 0001, Fengying Xie, Jun Shi. 459-469 [doi]
- Weakly Supervised Multiple Instance Learning Histopathological Tumor SegmentationMarvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios. 470-479 [doi]
- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal CancerChristian Abbet, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran. 480-489 [doi]
- Microscopic Fine-Grained Instance Classification Through Deep AttentionMengran Fan, Tapabrata Chakraborti, Eric I-Chao Chang, Yan Xu, Jens Rittscher. 490-499 [doi]
- A Deformable CRF Model for Histopathology Whole-Slide Image ClassificationYiqing Shen 0003, Jing Ke. 500-508 [doi]
- Deep Active Learning for Breast Cancer Segmentation on Immunohistochemistry ImagesHaocheng Shen, Kuan Tian, Pei-Dong, Jun Zhang, Kezhou Yan, Shannon Che, Jianhua Yao, Pifu Luo, Xiao Han. 509-518 [doi]
- Multiple Instance Learning with Center Embeddings for Histopathology ClassificationPhilip Chikontwe, Meejeong Kim, Soo Jeong Nam, Heounjeong Go, Sang-Hyun Park. 519-528 [doi]
- Graph Attention Multi-instance Learning for Accurate Colorectal Cancer StagingAshwin Raju, Jiawen Yao, Mohammad MinHazul Haq, Jitendra Jonnagaddala, JunZhou Huang. 529-539 [doi]
- Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response AssessmentDavid Joon Ho, Narasimhan P. Agaram, Peter J. Schüffler, Chad M. Vanderbilt, Marc-Henri Jean, Meera R. Hameed, Thomas J. Fuchs. 540-549 [doi]
- Modeling Histological Patterns for Differential Diagnosis of Atypical Breast LesionsAkash Parvatikar, Om Choudhary, Arvind Ramanathan, Olga Navolotskaia, Gloria Carter, Akif Burak Tosun, Jeffrey L. Fine, S. Chakra Chennubhotla. 550-560 [doi]
- Foveation for Segmentation of Mega-Pixel Histology ImagesChen Jin, Ryutaro Tanno, Moucheng Xu, Thomy Mertzanidou, Daniel C. Alexander. 561-571 [doi]
- Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and RetrievalJuan S. Lara, Victor H. Contreras O., Sebastian Otálora, Henning Müller, Fabio A. González. 572-581 [doi]
- GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic RetinopathyShaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng. 585-594 [doi]
- Combining Fundus Images and Fluorescein Angiography for Artery/Vein Classification Using the Hierarchical Vessel Graph NetworkKyoung Jin Noh, Sang-Jun Park, Soochahn Lee. 595-605 [doi]
- Adaptive Dictionary Learning Based Multimodal Branch Retinal Vein Occlusion FusionChen Huang, Keren Xie, Yuhan Zhang, Mingchao Li, Zhongmin Wang, Qiang Chen. 606-615 [doi]
- TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein ClassificationWenting Chen, Shuang Yu, JunDe Wu, Kai Ma, Cheng Bian, Chunyan Chu, LinLin Shen, Yefeng Zheng. 616-625 [doi]
- DeepGF: Glaucoma Forecast Using the Sequential Fundus ImagesLiu Li, Xiaofei Wang 0004, Mai Xu, Hanruo Liu, Ximeng Chen. 626-635 [doi]
- Single-Shot Retinal Image Enhancement Using Deep Image PriorsAdnan Qayyum, Waqas Sultani, Fahad Shamshad, Junaid Qadir 0001, Rashid Tufail. 636-646 [doi]
- Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA GenerationYuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen 0004. 647-655 [doi]
- Anterior Segment Eye Lesion Segmentation with Advanced Fusion Strategies and Auxiliary TasksKe Wang, Xiaohong Liu, Kang Zhang, Ting Chen 0006, Guangyu Wang. 656-664 [doi]
- Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus ImagesAdrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed. 665-674 [doi]
- Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography ImagesYongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Jiliu Zhou, Leyuan Fang, Yi Zhang. 675-684 [doi]
- Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT ImagesDongyi Fan, Chengfen Zhang, Bin Lv, Lilong Wang, Guanzheng Wang, Min Wang, Chuanfeng Lv, Guotong Xie. 685-693 [doi]
- Retinal Layer Segmentation Reformulated as OCT Language ProcessingArianne Tran, Jakob Weiss, Shadi Albarqouni, Shahrooz Faghih-Roohi, Nassir Navab. 694-703 [doi]
- Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCTJinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu 0001, Yitian Zhao. 704-714 [doi]
- Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT SequencesHuaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu 0001, Yitian Zhao. 715-724 [doi]
- A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue SegmentationMunan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo 0003, Yaohua Wang, Kai Ma, Yefeng Zheng. 725-734 [doi]
- Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy MinimizationLei Ye, Weifang Zhu, Dengsen Bao, Shuanglang Feng, Xinjian Chen. 735-744 [doi]
- Retinal Nerve Fiber Layer Defect Detection with Position GuidanceFei Ding, Gang Yang 0001, Dayong Ding, Gangwei Cheng. 745-754 [doi]
- An Elastic Interaction-Based Loss Function for Medical Image SegmentationYuan Lan, Yang Xiang 0002, Luchan Zhang. 755-764 [doi]
- Retinal Image Segmentation with a Structure-Texture Demixing NetworkShihao Zhang, Huazhu Fu, Yanwu Xu 0001, Yanxia Liu, Mingkui Tan. 765-774 [doi]
- BEFD: Boundary Enhancement and Feature Denoising for Vessel SegmentationMo Zhang, Fei Yu, Jie Zhao 0009, Li Zhang, Quanzheng Li. 775-785 [doi]
- Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided NetworkRui Xu 0002, Tiantian Liu, Xinchen Ye, Lin Lin, Yen-Wei Chen. 786-795 [doi]
- RVSeg-Net: An Efficient Feature Pyramid Cascade Network for Retinal Vessel SegmentationWei Wang, Jiafu Zhong, Huisi Wu, Zhenkun Wen, Jing Qin. 796-805 [doi]