Abstract is missing.
- OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image ClassificationLinhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song. 3-13 [doi]
- SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion SegmentationFan Bai, Ke Yan 0006, Xiaoyu Bai, Xinyu Mao, Xiaoli Yin, Jingren Zhou, Yu Shi, Le Lu 0001, Max Q.-H. Meng. 14-24 [doi]
- COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image SegmentationHan Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz. 25-34 [doi]
- Continual Learning for Abdominal Multi-organ and Tumor SegmentationYixiao Zhang, Xinyi Li, Huimiao Chen, Alan L. Yuille, Yaoyao Liu 0001, Zongwei Zhou. 35-45 [doi]
- Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRIXiaofeng Liu 0001, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo. 46-56 [doi]
- PLD-AL: Pseudo-label Divergence-Based Active Learning in Carotid Intima-Media Segmentation for Ultrasound ImagesYucheng Tang, Yipeng Hu, Jing Li, Hu Lin, Xiang Xu, Ke Huang, Hongxiang Lin. 57-67 [doi]
- Adapter Learning in Pretrained Feature Extractor for Continual Learning of DiseasesWentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng 0001, Ruixuan Wang. 68-78 [doi]
- EdgeAL: An Edge Estimation Based Active Learning Approach for OCT SegmentationMd Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag. 79-89 [doi]
- Adaptive Region Selection for Active Learning in Whole Slide Image Semantic SegmentationJingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger. 90-100 [doi]
- CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingKihyun You, Jawook Gu, Jiyeon Ham, BeomHee Park, Jiho Kim, Eun K. Hong, Woonhyuk Baek, Byungseok Roh. 101-111 [doi]
- VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D SegmentationMohammad Mozafari, Adeleh Bitarafan, Mohammad Farid Azampour, Azade Farshad, Mahdieh Soleymani Baghshah, Nassir Navab. 112-122 [doi]
- L3DMC: Lifelong Learning Using Distillation via Mixed-Curvature SpaceKaushik Roy, Peyman Moghadam, Mehrtash Harandi. 123-133 [doi]
- Weakly Supervised Medical Image Segmentation via Superpixel-Guided Scribble Walking and Class-Wise Contrastive RegularizationMeng Zhou, Zhe Xu, Kang Zhou, Raymond Kai-Yu Tong. 137-147 [doi]
- SATTA: Semantic-Aware Test-Time Adaptation for Cross-Domain Medical Image SegmentationYuhan Zhang, Kun Huang, Cheng Chen, Qiang Chen, Pheng-Ann Heng. 148-158 [doi]
- SFusion: Self-attention Based N-to-One Multimodal Fusion BlockZecheng Liu, Jia Wei, Rui Li 0002, Jianlong Zhou. 159-169 [doi]
- FedGrav: An Adaptive Federated Aggregation Algorithm for Multi-institutional Medical Image SegmentationZhifang Deng, Dandan Li, Shi Tan, Ying Fu, Xueguang Yuan, Xiaohong Huang, Yong Zhang, Guangwei Zhou. 170-180 [doi]
- Category-Independent Visual Explanation for Medical Deep Network UnderstandingYiming Qian, LiangZhi Li, Huazhu Fu, Meng Wang, Qingsheng Peng, Yih Chung Tham, Ching Yu Cheng, Yong Liu 0026, Rick Siow Mong Goh, Xinxing Xu. 181-191 [doi]
- Self-aware and Cross-Sample Prototypical Learning for Semi-supervised Medical Image SegmentationZhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao. 192-201 [doi]
- NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm InfantsChenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian. 202-211 [doi]
- Centroid-Aware Feature Recalibration for Cancer Grading in Pathology ImagesJaeung Lee, Keunho Byeon, Jin Tae Kwak. 212-221 [doi]
- Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy StagingMeng Wang, Lianyu Wang, Xinxing Xu, Ke Zou, Yiming Qian, Rick Siow Mong Goh, Yong Liu 0026, Huazhu Fu. 222-232 [doi]
- Few Shot Medical Image Segmentation with Cross Attention TransformerYi Lin, Yufan Chen, Kwang-Ting Cheng, Hao Chen. 233-243 [doi]
- ECL: Class-Enhancement Contrastive Learning for Long-Tailed Skin Lesion ClassificationYilan Zhang, Jianqi Chen, Ke Wang, Fengying Xie. 244-254 [doi]
- Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image SegmentationNilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang. 255-265 [doi]
- Efficient Subclass Segmentation in Medical ImagesLinrui Dai, Wenhui Lei, Xiaofan Zhang 0002. 266-275 [doi]
- Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR ClassificationDwarikanath Mahapatra, Antonio José Jimeno-Yepes, Shiba Kuanar, Sudipta Roy, Behzad Bozorgtabar, Mauricio Reyes 0001, ZongYuan Ge. 276-286 [doi]
- Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNetJiaxing Gao, Lin Zhao, Tianyang Zhong, Changhe Li, Zhibin He, Yaonai Wei, Shu Zhang 0001, Lei Guo 0002, Tianming Liu, Junwei Han, Tuo Zhang. 287-296 [doi]
- Partial Vessels Annotation-Based Coronary Artery Segmentation with Self-training and Prototype LearningZheng Zhang, Xiaolei Zhang 0005, Yaolei Qi, Guanyu Yang. 297-306 [doi]
- FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease ClassificationZikang Xu, Shang Zhao 0004, Quan Quan, Qingsong Yao, S. Kevin Zhou. 307-317 [doi]
- FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model InterpolationMinghui Chen, Meirui Jiang, Qi Dou 0001, Zehua Wang, Xiaoxiao Li. 318-328 [doi]
- TransLiver: A Hybrid Transformer Model for Multi-phase Liver Lesion ClassificationXierui Wang, Hanning Ying, Xiaoyin Xu, Xiujun Cai, Min Zhang. 329-338 [doi]
- ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion ModelsYuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou 0001, Zhen Li 0026, Guanbin Li, Xiang Wan. 339-349 [doi]
- FeSViBS: Federated Split Learning of Vision Transformer with Block SamplingFaris Almalik, Naif Alkhunaizi, Ibrahim Almakky, Karthik Nandakumar. 350-360 [doi]
- Localized Questions in Medical Visual Question AnsweringSergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman. 361-370 [doi]
- Reconstructing the Hemodynamic Response Function via a Bimodal TransformerYoni Choukroun, Lior Golgher, Pablo Blinder, Lior Wolf. 371-381 [doi]
- Debiasing Medical Visual Question Answering via Counterfactual TrainingChenlu Zhan, Peng Peng, Hanrong Zhang, Haiyue Sun, Chunnan Shang, Tao Chen, Hongsen Wang, Gaoang Wang, Hongwei Wang 0001. 382-393 [doi]
- Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian ManifoldDefu Yang, Hui Shen, Minghan Chen, Yitian Xue, Shuai Wang, Guorong Wu 0001, Wentao Zhu. 394-402 [doi]
- Towards AI-Driven Radiology Education: A Self-supervised Segmentation-Based Framework for High-Precision Medical Image EditingKazuma Kobayashi, Lin Gu 0003, Ryuichiro Hataya, Mototaka Miyake, Yasuyuki Takamizawa, Sono Ito, Hirokazu Watanabe, Yukihiro Yoshida, Hiroki Yoshimura, Tatsuya Harada, Ryuji Hamamoto. 403-413 [doi]
- Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging DataPramit Saha, Divyanshu Mishra, J. Alison Noble. 414-424 [doi]
- Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?Susu Sun, Lisa M. Koch, Christian F. Baumgartner. 425-434 [doi]
- Interpretable Medical Image Classification Using Prototype Learning and Privileged InformationLuisa Gallée, Meinrad Beer, Michael Götz. 435-445 [doi]
- Physics-Based Decoding Improves Magnetic Resonance FingerprintingJuyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller. 446-456 [doi]
- Frequency Domain Adversarial Training for Robust Volumetric Medical SegmentationAsif Hanif, Muzammal Naseer, Salman H. Khan 0001, Mubarak Shah, Fahad Shahbaz Khan. 457-467 [doi]
- Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image SegmentationXiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang 0010, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie. 468-478 [doi]
- A Spatial-Temporal Deformable Attention Based Framework for Breast Lesion Detection in VideosChao Qin, Jiale Cao, Huazhu Fu, Rao Muhammad Anwer, Fahad Shahbaz Khan. 479-488 [doi]
- A Flexible Framework for Simulating and Evaluating Biases in Deep Learning-Based Medical Image AnalysisEmma A. M. Stanley, Matthias Wilms, Nils D. Forkert. 489-499 [doi]
- Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical ImagingMeirui Jiang, Yuan Zhong, Anjie Le, Xiaoxiao Li, Qi Dou 0001. 500-510 [doi]
- Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound VideosXinrui Zhou, Yuhao Huang, Wufeng Xue, Xin Yang 0009, Yuxin Zou, Qilong Ying, Yuanji Zhang, Jia Liu, Jie Ren, Dong Ni 0001. 511-520 [doi]
- One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model AdaptationMyeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli Mosabbeb, Kilian M. Pohl, Sanghyun Park 0004. 521-531 [doi]
- Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction PredictionMarcel Beetz, Abhirup Banerjee, Vicente Grau. 532-542 [doi]
- Aneurysm Pose Estimation with Deep LearningYoussef Assis, Liang Liao, Fabien Pierre, René Anxionnat, Erwan Kerrien. 543-553 [doi]
- Joint Optimization of a β-VAE for ECG Task-Specific Feature ExtractionViktor van der Valk, Douwe Atsma, Roderick Scherptong, Marius Staring. 554-563 [doi]
- Adaptive Multi-scale Online Likelihood Network for AI-Assisted Interactive SegmentationMuhammad Asad 0001, Helena Williams, Indrajeet Mandal, Sarim Ather, Jan Deprest, Jan D'hooge, Tom Vercauteren. 564-574 [doi]
- Explainable Image Classification with Improved Trustworthiness for Tissue CharacterisationAlfie Roddan, Chi Xu, Serine Ajlouni, Irini Kakaletri, Patra Charalampaki, Stamatia Giannarou. 575-585 [doi]
- A Video-Based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young InfantsShaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas. 586-595 [doi]
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep ModelsFrederik Pahde, Maximilian Dreyer, Wojciech Samek, Sebastian Lapuschkin. 596-606 [doi]
- Faithful Synthesis of Low-Dose Contrast-Enhanced Brain MRI Scans Using Noise-Preserving Conditional GANsThomas Pinetz, Erich Kobler, Robert Haase, Katerina Deike-Hofmann, Alexander Radbruch, Alexander Effland. 607-617 [doi]
- Prediction of Infant Cognitive Development with Cortical Surface-Based Multimodal LearningJiale Cheng, Xin Zhang, Fenqiang Zhao, Zhengwang Wu, Xinrui Yuan, Li Wang 0026, Weili Lin, Gang Li. 618-627 [doi]
- Distilling BlackBox to Interpretable Models for Efficient Transfer LearningShantanu Ghosh, Ke Yu, Kayhan Batmanghelich. 628-638 [doi]
- Gadolinium-Free Cardiac MRI Myocardial Scar Detection by 4D Convolution FactorizationAmine Amyar, Shiro Nakamori, Manuel Morales, Siyeop Yoon, Jennifer Rodriguez, Jiwon Kim, Robert M. Judd, Jonathan W. Weinsaft, Reza Nezafat. 639-648 [doi]
- Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures from Routine EHRs for Pulmonary Nodule ClassificationThomas Z. Li, John M. Still, Kaiwen Xu, Ho Hin Lee, Leon Y. Cai, Aravind R. Krishnan, Riqiang Gao, Mirza S. Khan, Sanja Antic, Michael N. Kammer, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman, Thomas A. Lasko. 649-659 [doi]
- FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware AggregationQin Zhou, Guoyan Zheng. 660-670 [doi]
- Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature AlignmentQin Zhou, Peng Liu, Guoyan Zheng. 671-680 [doi]
- Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer's Disease Using Multimodal Imaging GeneticsRong Zhou, Houliang Zhou, Brian Y. Chen, Li Shen, Yu Zhang, Lifang He 0001. 681-691 [doi]
- FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image ClassificationNannan Wu, Li Yu 0003, Xin Yang 0008, Kwang-Ting Cheng, Zengqiang Yan. 692-702 [doi]
- Transferability-Guided Multi-source Model Adaptation for Medical Image SegmentationChen Yang, Yifan Liu, Yixuan Yuan. 703-712 [doi]
- Explaining Massive-Training Artificial Neural Networks in Medical Image Analysis Task Through Visualizing Functions Within the ModelsZe Jin, Maolin Pang, Yuqiao Yang, Fahad Parvez Mahdi, Tianyi Qu, Ren Sasage, Kenji Suzuki 0001. 713-722 [doi]
- An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentFavour Nerrise, Qingyu Zhao, Kathleen L. Poston, Kilian M. Pohl, Ehsan Adeli 0001. 723-733 [doi]
- An Interpretable and Attention-Based Method for Gaze Estimation Using ElectroencephalographyNina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer. 734-743 [doi]
- On the Relevance of Temporal Features for Medical Ultrasound Video RecognitionD. Hudson Smith, John Paul Lineberger, George H. Baker. 744-753 [doi]
- Synthetic Augmentation with Large-Scale Unconditional Pre-trainingJiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue 0002. 754-764 [doi]
- DeDA: Deep Directed AccumulatorHang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li. 765-775 [doi]
- Mixing Temporal Graphs with MLP for Longitudinal Brain Connectome AnalysisHyuna Cho, Guorong Wu 0001, Won Hwa Kim. 776-786 [doi]