Abstract is missing.
- Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled DataZhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo 0003, Dong Wei 0004, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng 0001, Raymond Kai-Yu Tong. 3-13 [doi]
- Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationShishuai Hu, Zehui Liao, Yong Xia 0001. 14-23 [doi]
- Transformer-Based Annotation Bias-Aware Medical Image SegmentationZehui Liao, Shishuai Hu, Yutong Xie, Yong Xia 0001. 24-34 [doi]
- Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and SegmentationKai Ren, Ke Zou, Xianjie Liu, Yidi Chen, Xuedong Yuan, Xiaojing Shen, Meng Wang, Huazhu Fu. 35-45 [doi]
- A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy ImagesZiquan Wei, Tingting Dan, Jiaqi Ding, Mustafa Dere, Guorong Wu 0001. 46-55 [doi]
- Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue SegmentationJiameng Liu, Feihong Liu, Kaicong Sun, Mianxin Liu, Yuhang Sun, Yuyan Ge, Dinggang Shen. 56-66 [doi]
- Robust Segmentation via Topology Violation Detection and Feature SynthesisLiu Li, Qiang Ma 0004, Cheng Ouyang, Zeju Li, Qingjie Meng, Weitong Zhang, Mengyun Qiao, Vanessa Kyriakopoulou, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz. 67-77 [doi]
- GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video SegmentationZiyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu 0004, Xiaomeng Li 0001. 78-88 [doi]
- Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image SegmentationZiyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia 0001. 89-99 [doi]
- Diffusion Kinetic Model for Breast Cancer Segmentation in Incomplete DCE-MRITianxu Lv, Yuan Liu, Kai Miao, Lihua Li 0002, Xiang Pan. 100-109 [doi]
- CAS-Net: Cross-View Aligned Segmentation by Graph Representation of KneesZixu Zhuang, Xin Wang, Sheng Wang, Zhenrong Shen, Xiangyu Zhao, Mengjun Liu, Zhong Xue, Dinggang Shen, Lichi Zhang, Qian Wang 0001. 110-119 [doi]
- One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty RectificationXiangyu Zhao, Zhenrong Shen, Dongdong Chen 0003, Sheng Wang, Zixu Zhuang, Qian Wang 0001, Lichi Zhang. 120-129 [doi]
- MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain GeneralizationYuan Bi, Zhongliang Jiang, Ricarda Clarenbach, Reza Ghotbi, Angelos Karlas, Nassir Navab. 130-140 [doi]
- M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient SupervisionMalo de Boisredon, Eugene Vorontsov, Samuel Kadoury. 141-151 [doi]
- Factor Space and Spectrum for Medical Hyperspectral Image SegmentationBoxiang Yun, Qingli Li, Lubov Mitrofanova, ChunHua Zhou, Yan Wang. 152-162 [doi]
- RBGNet: Reliable Boundary-Guided Segmentation of Choroidal NeovascularizationTao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang. 163-172 [doi]
- QCResUNet: Joint Subject-Level and Voxel-Level Prediction of Segmentation QualityPeijie Qiu, Satrajit Chakrabarty, Phuc Nguyen, Soumyendu Sekhar Ghosh, Aristeidis Sotiras. 173-182 [doi]
- Consistency-Guided Meta-learning for Bootstrapping Semi-supervised Medical Image SegmentationQingYue Wei, Lequan Yu, Xianhang Li, Wei Shao, Cihang Xie, Lei Xing 0001, Yuyin Zhou. 183-193 [doi]
- TransNuSeg: A Lightweight Multi-task Transformer for Nuclei SegmentationZhenqi He, Mathias Unberath, Jing Ke, Yiqing Shen 0003. 206-215 [doi]
- Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing ModalityHu Wang 0005, Congbo Ma, Jianpeng Zhang, Yuan Zhang, Jodie Avery, Louise Hull, Gustavo Carneiro 0001. 216-226 [doi]
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on EchocardiogramsMasoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong 0001, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao. 227-237 [doi]
- Class-Aware Feature Alignment for Domain Adaptative Mitochondria SegmentationDan Yin, Wei Huang, Zhiwei Xiong, Xuejin Chen. 238-248 [doi]
- A Sheaf Theoretic Perspective for Robust Prostate SegmentationAinkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Andrea G. Rockall, Ben Glocker. 249-259 [doi]
- Semi-supervised Domain Adaptive Medical Image Segmentation Through Consistency Regularized Disentangled Contrastive LearningHritam Basak, Zhaozheng Yin. 260-270 [doi]
- Few-Shot Medical Image Segmentation via a Region-Enhanced Prototypical TransformerYazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang. 271-280 [doi]
- Morphology-Inspired Unsupervised Gland Segmentation via Selective Semantic GroupingQixiang Zhang, Yi Li, Cheng Xue, Xiaomeng Li. 281-291 [doi]
- Boundary Difference over Union Loss for Medical Image SegmentationFan Sun, Zhiming Luo, Shaozi Li. 292-301 [doi]
- Do We Really Need that Skip-Connection? Understanding Its Interplay with Task ComplexityAmith Kamath, Jonas Willmann, Nicolaus Andratschke, Mauricio Reyes 0001. 302-311 [doi]
- Conditional Temporal Attention Networks for Neonatal Cortical Surface ReconstructionQiang Ma 0004, Liu Li, Vanessa Kyriakopoulou, Joseph V. Hajnal, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert. 312-322 [doi]
- Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware NetworkYinglin Zhang, Ruiling Xi, Huazhu Fu, Dave Towey, Ruibin Bai, Risa Higashita, Jiang Liu 0001. 323-332 [doi]
- EoFormer: Edge-Oriented Transformer for Brain Tumor SegmentationDong She, Yueyi Zhang, Zheyu Zhang, Hebei Li, Zihan Yan, Xiaoyan Sun. 333-343 [doi]
- Breast Ultrasound Tumor Classification Using a Hybrid Multitask CNN-Transformer NetworkBryar Shareef, Min Xian, Aleksandar Vakanski, Haotian Wang 0005. 344-353 [doi]
- Shape-Aware 3D Small Vessel Segmentation with Local Contrast Guided AttentionZhiwei Deng, Songnan Xu, Jianwei Zhang, Jiong Zhang, Danny J. Wang, Lirong Yan, Yonggang Shi. 354-363 [doi]
- HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image SegmentationKen C. L. Wong, Hongzhi Wang 0002, Tanveer Syeda-Mahmood. 364-373 [doi]
- EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis FairnessHaolin Yuan, John N. Aucott, Armin Hadzic, William Paul, Marcia Villegas de Flores, Philip Mathew, Philippe Burlina, Yinzhi Cao. 374-384 [doi]
- Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain SegmentationJunyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang 0001. 385-394 [doi]
- Fine-Grained Hand Bone Segmentation via Adaptive Multi-dimensional Convolutional Network and Anatomy-Constraint LossBolun Zeng, Li Chen, Yuanyi Zheng, Ron Kikinis, Xiaojun Chen. 395-404 [doi]
- MedNeXt: Transformer-Driven Scaling of ConvNets for Medical Image SegmentationSaikat Roy, Gregor Köhler, Constantin Ulrich, Michael Baumgartner 0001, Jens Petersen, Fabian Isensee, Paul F. Jäger, Klaus H. Maier-Hein. 405-415 [doi]
- SwinUNETR-V2: Stronger Swin Transformers with Stagewise Convolutions for 3D Medical Image SegmentationYufan He, Vishwesh Nath, Dong Yang 0005, Yucheng Tang, Andriy Myronenko, Daguang Xu. 416-426 [doi]
- Medical Boundary Diffusion Model for Skin Lesion SegmentationJiacheng Wang 0002, Jing Yang, Qichao Zhou, Liansheng Wang. 427-436 [doi]
- Instructive Feature Enhancement for Dichotomous Medical Image SegmentationLian Liu, Han Zhou, Jiongquan Chen, Sijing Liu, Wenlong Shi, Dong Ni 0001, Deng-Ping Fan, Xin Yang 0009. 437-447 [doi]
- MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation DatasetsSiyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi. 448-458 [doi]
- Semi-supervised Class Imbalanced Deep Learning for Cardiac MRI SegmentationYuchen Yuan, Xi Wang 0013, Xikai Yang, Ruijiang Li, Pheng-Ann Heng. 459-469 [doi]
- Collaborative Modality Generation and Tissue Segmentation for Early-Developing Macaque Brain MR ImagesXueyang Wu, Tao Zhong, Shujun Liang, Li Wang, Gang Li, Yu Zhang. 470-480 [doi]
- EGE-UNet: An Efficient Group Enhanced UNet for Skin Lesion SegmentationJiacheng Ruan, Mingye Xie, Jingsheng Gao, Ting Liu 0016, Yuzhuo Fu. 481-490 [doi]
- BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationTao Chen, Chenhui Wang, Hongming Shan. 491-501 [doi]
- DBTrans: A Dual-Branch Vision Transformer for Multi-Modal Brain Tumor SegmentationXinyi Zeng, Pinxian Zeng, Cheng Tang, Peng Wang, Binyu Yan, Yan Wang 0015. 502-512 [doi]
- Memory Replay for Continual Medical Image Segmentation Through Atypical Sample SelectionSutanu Bera, Vinay Ummadi, Debashis Sen, Subhamoy Mandal, Prabir Kumar Biswas. 513-522 [doi]
- Structure-Decoupled Adaptive Part Alignment Network for Domain Adaptive Mitochondria SegmentationRui Sun 0006, Huayu Mai, Naisong Luo, Tianzhu Zhang, Zhiwei Xiong, Feng Wu 0001. 523-533 [doi]
- Deep Probability Contour Framework for Tumour Segmentation and Dose Painting in PET ImagesWenhui Zhang, Surajit Ray. 534-543 [doi]
- Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsTomer Amit, Shmuel Shichrur, Tal Shaharabany, Lior Wolf. 544-554 [doi]
- Anti-adversarial Consistency Regularization for Data Augmentation: Applications to Robust Medical Image SegmentationHyuna Cho, Yubin Han, Won Hwa Kim. 555-566 [doi]
- SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRIYuming Zhong, Yi Wang 0031. 567-577 [doi]
- Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image SegmentationYuhui Song, Xiuquan Du, Yanping Zhang, Chenchu Xu. 578-588 [doi]
- Self-supervised Learning via Inter-modal Reconstruction and Feature Projection Networks for Label-Efficient 3D-to-2D SegmentationJosé Morano, Guilherme Aresta, Dmitry A. Lachinov, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic. 589-599 [doi]
- RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionMing Kang, Chee-Ming Ting, Fung Fung Ting, Raphaël C.-W. Phan. 600-610 [doi]
- Certification of Deep Learning Models for Medical Image SegmentationOthmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou. 611-621 [doi]
- Diffusion Transformer U-Net for Medical Image SegmentationG. Jignesh Chowdary, Zhaozheng Yin. 622-631 [doi]
- Scaling up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image SegmentationHo Hin Lee, Quan Liu, Shunxing Bao, Qi Yang 0004, Xin Yu 0002, Leon Y. Cai, Thomas Z. Li, Yuankai Huo, Xenofon D. Koutsoukos, Bennett A. Landman. 632-641 [doi]
- ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image SegmentationXian Lin, Zengqiang Yan, Xianbo Deng, Chuansheng Zheng, Li Yu 0003. 642-651 [doi]
- Edge-Aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRIXiaojiao Xiao, Qinmin Vivian Hu, Guanghui Wang. 652-661 [doi]
- UPCoL: Uncertainty-Informed Prototype Consistency Learning for Semi-supervised Medical Image SegmentationWenjing Lu, Jiahao Lei, Peng Qiu, Rui Sheng, Jinhua Zhou, Xinwu Lu, Yang Yang. 662-672 [doi]
- A2FSeg: Adaptive Multi-modal Fusion Network for Medical Image SegmentationZirui Wang, Yi Hong. 673-681 [doi]
- Learning Reliability of Multi-modality Medical Images for Tumor Segmentation via Evidence-Identified Denoising Diffusion Probabilistic ModelsJianfeng Zhao 0004, Shuo Li. 682-691 [doi]
- H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor SegmentationJun Shi 0007, Hongyu Kan, Shulan Ruan, Ziqi Zhu, Minfan Zhao, Liang Qiao, Zhaohui Wang, Hong An, Xudong Xue. 692-702 [doi]
- Evolutionary Normalization Optimization Boosts Semantic Segmentation Network PerformanceLuisa Neubig, Andreas M. Kist. 703-712 [doi]
- DOMINO++: Domain-Aware Loss Regularization for Deep Learning GeneralizabilitySkylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin M. Brink, Matthew Hale, Ruogu Fang. 713-723 [doi]
- Ariadne's Thread: Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray ImagesYi Zhong, Mengqiu Xu, Kongming Liang, Kaixin Chen 0001, Ming Wu 0001. 724-733 [doi]
- NISF: Neural Implicit Segmentation FunctionsNil Stolt Ansó, Julian McGinnis, JiaZhen Pan, Kerstin Hammernik, Daniel Rueckert. 734-744 [doi]
- Multimodal CT and MR Segmentation of Head and Neck Organs-at-RiskGasper Podobnik, Primoz Strojan, Primoz Peterlin, Bulat Ibragimov, Tomaz Vrtovec. 745-755 [doi]
- Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationXinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi 0001. 756-765 [doi]
- From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography SegmentationAhmed H. Shahin, Yan Zhuang, Noha El-Zehiry. 766-775 [doi]
- Ischemic Stroke Segmentation from a Cross-Domain Representation in Multimodal Diffusion StudiesSantiago Gómez, Daniel Mantilla, Brayan Valenzuela, Andres Ortiz, Daniela D. Vera, Paúl Camacho, Fabio Martínez. 776-785 [doi]
- Pre-operative Survival Prediction of Diffuse Glioma Patients with Joint Tumor SubtypingZhenyu Tang, Zhenyu Zhang, Huabing Liu, Dong Ni 0001, Jing Yan. 786-795 [doi]