Abstract is missing.
- Pre-trained Diffusion Models for Plug-and-Play Medical Image EnhancementJun Ma, Yuanzhi Zhu, Chenyu You, Bo Wang. 3-13 [doi]
- GRACE: A Generalized and Personalized Federated Learning Method for Medical ImagingRuipeng Zhang, Ziqing Fan, Qinwei Xu, Jiangchao Yao, Ya Zhang 0002, Yanfeng Wang. 14-24 [doi]
- Chest X-ray Image Classification: A Causal PerspectiveWeizhi Nie, Chen Zhang, Dan Song 0006, Yunpeng Bai, Keliang Xie, An-An Liu. 25-35 [doi]
- DRMC: A Generalist Model with Dynamic Routing for Multi-center PET Image SynthesisZhiwen Yang, Yang Zhou, Hui Zhang, Bingzheng Wei, Yubo Fan, Yan Xu 0001. 36-46 [doi]
- Federated Condition Generalization on Low-dose CT Reconstruction via Cross-domain LearningShixuan Chen, Boxuan Cao, Yinda Du, Yaoduo Zhang, Ji He, Zhaoying Bian, Dong Zeng, Jianhua Ma. 47-56 [doi]
- Enabling Geometry Aware Learning Through Differentiable Epipolar View TranslationMaximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher. 57-65 [doi]
- Enhance Early Diagnosis Accuracy of Alzheimer's Disease by Elucidating Interactions Between Amyloid Cascade and Tau PropagationTingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu 0001. 66-76 [doi]
- TauFlowNet: Uncovering Propagation Mechanism of Tau Aggregates by Neural Transport EquationTingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu 0001. 77-86 [doi]
- Uncovering Structural-Functional Coupling Alterations for Neurodegenerative DiseasesTingting Dan, Minjeong Kim, Won Hwa Kim, Guorong Wu 0001. 87-96 [doi]
- Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease DiagnosisChing-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi 0001, Tsung-Yi Ho. 97-107 [doi]
- Multi-Head Multi-Loss Model CalibrationAdrian Galdran, Johan W. Verjans, Gustavo Carneiro 0001, Miguel Ángel González Ballester. 108-117 [doi]
- Scale Federated Learning for Label Set Mismatch in Medical Image ClassificationZhipeng Deng, Luyang Luo, Hao Chen. 118-127 [doi]
- Cross-Modulated Few-Shot Image Generation for Colorectal Tissue ClassificationAmandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Jorma Laaksonen, Fahad Shahbaz Khan. 128-137 [doi]
- Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging DataKai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang 0001, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan. 138-148 [doi]
- How Reliable are the Metrics Used for Assessing Reliability in Medical Imaging?Mayank Gupta, Soumen Basu, Chetan Arora 0001. 149-158 [doi]
- Co-assistant Networks for Label CorrectionXuan Chen, Weiheng Fu, Tian Li, Xiaoshuang Shi, Hengtao Shen, Xiaofeng Zhu 0001. 159-168 [doi]
- M3D-NCA: Robust 3D Segmentation with Built-In Quality ControlJohn Kalkhof, Anirban Mukhopadhyay 0003. 169-178 [doi]
- The Role of Subgroup Separability in Group-Fair Medical Image ClassificationCharles Jones, Mélanie Roschewitz, Ben Glocker. 179-188 [doi]
- Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging AnalysisChangjian Shui, Justin Szeto, Raghav Mehta, Douglas L. Arnold, Tal Arbel. 189-198 [doi]
- SMRD: SURE-Based Robust MRI Reconstruction with Diffusion ModelsBatu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz. 199-209 [doi]
- Asymmetric Contour Uncertainty Estimation for Medical Image SegmentationThierry Judge, Olivier Bernard 0001, Woo-Jin Cho Kim, Alberto Gómez 0002, Agisilaos Chartsias, Pierre-Marc Jodoin. 210-220 [doi]
- Fourier Test-Time Adaptation with Multi-level Consistency for Robust ClassificationYuhao Huang, Xin Yang 0009, Xiaoqiong Huang, Xinrui Zhou, Haozhe Chi, Haoran Dou, Xindi Hu, Jian Wang, Xuedong Deng, Dong Ni 0001. 221-231 [doi]
- A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal ImagesYinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei 0004, Yefeng Zheng 0001. 232-241 [doi]
- DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image SegmentationHyeongyu Kim, Yejee Shin, Dosik Hwang. 242-251 [doi]
- Regular SE(3) Group Convolutions for Volumetric Medical Image AnalysisThijs P. Kuipers, Erik J. Bekkers. 252-261 [doi]
- Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient PrivacyKai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier. 262-272 [doi]
- Maximum Entropy on Erroneous Predictions: Improving Model Calibration for Medical Image SegmentationAgostina J. Larrazabal, César Martínez, Jose Dolz, Enzo Ferrante. 273-283 [doi]
- Label-Preserving Data Augmentation in Latent Space for Diabetic Retinopathy RecognitionZhihao Zhao, Junjie Yang, Shahrooz Faghihroohi, Kai Huang 0001, Mathias Maier, Nassir Navab, M. Ali Nasseri. 284-294 [doi]
- Assignment Theory-Augmented Neural Network for Dental Arch LabelingTudor Dascalu, Bulat Ibragimov. 295-304 [doi]
- Evidence Reconciled Neural Network for Out-of-Distribution Detection in Medical ImagesWei Fu, Yufei Chen, Wei Liu, Xiaodong Yue, Chao Ma. 305-315 [doi]
- Segmentation Distortion: Quantifying Segmentation Uncertainty Under Domain Shift via the Effects of Anomalous ActivationsJonathan Lennartz, Thomas Schultz 0001. 316-325 [doi]
- CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AIJameson Merkow, Arjun Soin, Jin-long, Joseph Paul Cohen, Smitha Saligrama, Christopher P. Bridge, Xiyu Yang, Stephen Kaiser, Steven Borg, Ivan Tarapov, Matthew P. Lungren. 326-336 [doi]
- DiffMix: Diffusion Model-Based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image DatasetsHyun-Jic Oh, Won-Ki Jeong. 337-345 [doi]
- Fully Bayesian VIB-DeepSSMJadie Adams, Shireen Y. Elhabian. 346-356 [doi]
- Performance Metrics for Probabilistic Ordinal ClassifiersAdrian Galdran. 357-366 [doi]
- Boundary-Weighted Logit Consistency Improves Calibration of Segmentation NetworksNeerav Karani, Neel Dey, Polina Golland. 367-377 [doi]
- Fine-Tuning Network in Federated Learning for Personalized Skin DiagnosisKyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong-Hun Lee, Jonghye Woo, Jae Youn Hwang. 378-388 [doi]
- Deployment of Image Analysis Algorithms Under Prevalence ShiftsPatrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul F. Jäger, Lena Maier-Hein. 389-399 [doi]
- Understanding Silent Failures in Medical Image ClassificationTill J. Bungert, Levin Kobelke, Paul F. Jäger. 400-410 [doi]
- Towards Frugal Unsupervised Detection of Subtle Abnormalities in Medical ImagingGeoffroy Oudoumanessah, Carole Lartizien, Michel Dojat, Florence Forbes. 411-421 [doi]
- A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical ApplicationsMatteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato. 422-431 [doi]
- Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CTSarah M. Muller, Sundaresh Ram, Katie J. Bayfield, Julia H. Reuter, Sonja Gestewitz, Lifeng Yu, Mark Oliver Wielpütz, Hans-Ulrich Kauczor, Claus Peter Heussel, Terry E. Robinson, Brian J. Bartholmai, Charles R. Hatt, Paul D. Robinson, Craig J. Galbán, Oliver Weinheimer. 432-441 [doi]
- Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task ModelsMitchell Pavlak, Nathan Drenkow, Nicholas Petrick, Mohammad Mehdi Farhangi, Mathias Unberath. 442-452 [doi]
- Temporal Uncertainty Localization to Enable Human-in-the-Loop Analysis of Dynamic Contrast-Enhanced Cardiac MRI DatasetsDilek Mirgun Yalcinkaya, Khalid Youssef, Bobak Heydari, Orlando Simonetti, Rohan Dharmakumar, Subha Raman, Behzad Sharif. 453-462 [doi]
- Anatomical-Aware Point-Voxel Network for Couinaud Segmentation in Liver CTXukun Zhang, Yang Liu, Sharib Ali, Xiao Zhao, Mingyang Sun, Minghao Han, Tao Liu, Peng Zhai, Zhiming Cui, Peixuan Zhang, Xiaoying Wang, Lihua Zhang. 465-474 [doi]
- Dice Semimetric Losses: Optimizing the Dice Score with Soft LabelsZifu Wang, Teodora Popordanoska, Jeroen Bertels, Robin Lemmens, Matthew B. Blaschko. 475-485 [doi]
- SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image SegmentationYiqing Wang, Zihan Li, Jieru Mei, Zihao Wei, Li Liu, Chen Wang, Shengtian Sang, Alan L. Yuille, Cihang Xie, Yuyin Zhou. 486-496 [doi]
- Shifting More Attention to Breast Lesion Segmentation in Ultrasound VideosJunhao Lin, Qian Dai, Lei Zhu, Huazhu Fu, Qiong Wang, Weibin Li, Wenhao Rao, Xiaoyang Huang, Liansheng Wang. 497-507 [doi]
- UniSeg: A Prompt-Driven Universal Segmentation Model as Well as A Strong Representation LearnerYiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia 0001. 508-518 [doi]
- Joint Dense-Point Representation for Contour-Aware Graph SegmentationKit Mills Bransby, Gregory G. Slabaugh, Christos Bourantas, Qianni Zhang. 519-528 [doi]
- Structure-Preserving Instance Segmentation via Skeleton-Aware Distance TransformZudi Lin, Donglai Wei 0001, Aarush Gupta, Xingyu Liu, Deqing Sun, Hanspeter Pfister. 529-539 [doi]
- Deep Mutual Distillation for Semi-supervised Medical Image SegmentationYushan Xie, Yuejia Yin, Qingli Li, Yan Wang. 540-550 [doi]
- HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT ImagesWenqi Zhou, Xiao Zhang 0028, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi 0001, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen. 551-560 [doi]
- Trust Your Neighbours: Penalty-Based Constraints for Model CalibrationBalamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz. 572-581 [doi]
- DHC: Dual-Debiased Heterogeneous Co-training Framework for Class-Imbalanced Semi-supervised Medical Image SegmentationHaonan Wang, Xiaomeng Li. 582-591 [doi]
- FocalUNETR: A Focal Transformer for Boundary-Aware Prostate Segmentation Using CT ImagesChengyin Li, Yao Qiang, Rafi Ibn Sultan, Hassan Bagher-Ebadian, Prashant Khanduri, Indrin J. Chetty, Dongxiao Zhu. 592-602 [doi]
- Unpaired Cross-Modal Interaction Learning for COVID-19 Segmentation on Limited CT ImagesQingbiao Guan, Yutong Xie, Bing Yang, Jianpeng Zhang, Zhibin Liao, Qi Wu 0001, Yong Xia 0001. 603-613 [doi]
- 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D NetworksHeng Cai, Lei Qi 0001, Qian Yu, Yinghuan Shi, Yang Gao 0001. 614-624 [doi]
- Minimal-Supervised Medical Image Segmentation via Vector Quantization MemoryYanyu Xu, Menghan Zhou, Yangqin Feng, Xinxing Xu, Huazhu Fu, Rick Siow Mong Goh, Yong Liu 0026. 625-636 [doi]
- Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric ImagesZdravko Marinov, Rainer Stiefelhagen, Jens Kleesiek. 637-647 [doi]
- MultiTalent: A Multi-dataset Approach to Medical Image SegmentationConstantin Ulrich, Fabian Isensee, Tassilo Wald, Maximilian Zenk, Michael Baumgartner 0001, Klaus H. Maier-Hein. 648-658 [doi]
- Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical ImagesJiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song 0001, Erik Meijering. 659-669 [doi]
- CorSegRec: A Topology-Preserving Scheme for Extracting Fully-Connected Coronary Arteries from CT AngiographyYuehui Qiu, Zihan Li, Yining Wang, Pei-Dong, Dijia Wu, Xinnian Yang, Qingqi Hong, Dinggang Shen. 670-680 [doi]
- Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass SegmentationZhihao Li, Jiancheng Yang, Yongchao Xu, Li Zhang, Wenhui Dong, Bo Du 0001. 681-691 [doi]
- ACC-UNet: A Completely Convolutional UNet Model for the 2020sNabil Ibtehaz, Daisuke Kihara. 692-702 [doi]
- Automatic Segmentation of Internal Tooth Structure from CBCT Images Using Hierarchical Deep LearningSaeHyun Kim, In-Seok Song, Seung Jun Baek. 703-713 [doi]
- Robust T-Loss for Medical Image SegmentationÁlvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini. 714-724 [doi]
- Self-adaptive Adversarial Training for Robust Medical SegmentationFu Wang, Zeyu Fu, Yanghao Zhang, Wenjie Ruan. 725-735 [doi]
- Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture DetectionReza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof. 736-746 [doi]
- DAST: Differentiable Architecture Search with Transformer for 3D Medical Image SegmentationDong Yang 0005, Ziyue Xu 0001, Yufan He, Vishwesh Nath, Wenqi Li 0001, Andriy Myronenko, Ali Hatamizadeh, Can Zhao, Holger R. Roth, Daguang Xu. 747-756 [doi]
- WeakPolyp: You only Look Bounding Box for Polyp SegmentationJun Wei, Yiwen Hu 0001, Shuguang Cui, S. Kevin Zhou, Zhen Li 0026. 757-766 [doi]