Table of Contents

• Mining Negative Temporal Contexts for False Positive Suppression in Real-Time Ultrasound Lesion DetectionHaojun Yu, Youcheng Li, Quanlin Wu, Ziwei Zhao, Dengbo Chen, Dong Wang, Liwei Wang. 3-13 [doi]
• Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features CompensationLi Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen. 14-23 [doi]
• Towards Novel Class Discovery: A Study in Novel Skin Lesions ClusteringWei Feng, Lie Ju, Lin Wang 0027, Kaimin Song, ZongYuan Ge. 24-33 [doi]
• Joint Segmentation and Sub-pixel Localization in Structured Light LaryngoscopyJann-Ole Henningson, Marion Semmler, Michael Döllinger, Marc Stamminger. 34-43 [doi]
• A Style Transfer-Based Augmentation Framework for Improving Segmentation and Classification Performance Across Different Sources in Ultrasound ImagesBin Huang, Ziyue Xu 0001, Shing-Chow Chan, Zhong Liu, Huiying Wen, Chao Hou, Qicai Huang, Meiqin Jiang, Changfeng Dong, Jie Zeng, Ruhai Zou, Bingsheng Huang, Xin Chen 0025, Shuo Li. 44-53 [doi]
• HC-Net: Hybrid Classification Network for Automatic Periodontal Disease DiagnosisLanzhuju Mei, Yu Fang, Zhiming Cui, Ke Deng, Nizhuan Wang 0002, Xuming He, Yiqiang Zhan, Xiang Zhou, Maurizio Tonetti, Dinggang Shen. 54-63 [doi]
• SegNetr: Rethinking the Local-Global Interactions and Skip Connections in U-Shaped NetworksJunlong Cheng, Chengrui Gao, Fengjie Wang, Min Zhu. 64-74 [doi]
• Gradient and Feature Conformity-Steered Medical Image Classification with Noisy LabelsXiaohan Xing, Zhen Chen 0013, Zhifan Gao, Yixuan Yuan. 75-84 [doi]
• Multi-modality Contrastive Learning for Sarcopenia Screening from Hip X-rays and Clinical InformationQiangguo Jin, Changjiang Zou, Hui Cui 0002, Changming Sun, Shu-Wei Huang, Yi-Jie Kuo, Ping Xuan, Leilei Cao, Ran Su, Leyi Wei, Henry B.-L. Duh, Yu-Pin Chen. 85-94 [doi]
• DiffMIC: Dual-Guidance Diffusion Network for Medical Image ClassificationYijun Yang, Huazhu Fu, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Lei Zhu 0003. 95-105 [doi]
• Whole-Heart Reconstruction with Explicit Topology Integrated LearningHuilin Yang, Roger C. Tam, Xiaoying Tang 0001. 106-115 [doi]
• Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Language Contrastive LearningYimu Pan, Tongan Cai, Manas Mehta, Alison D. Gernand, Jeffery A. Goldstein, Leena B. Mithal, Delia Mwinyelle, Kelly Gallagher, James Ze Wang. 116-126 [doi]
• Frequency-Mixed Single-Source Domain Generalization for Medical Image SegmentationHeng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu 0001. 127-136 [doi]
• A Semantic-Guided and Knowledge-Based Generative Framework for Orthodontic Visual Outcome PreviewYizhou Chen, Xiaojun Chen. 137-147 [doi]
• A Multi-task Method for Immunofixation Electrophoresis Image ClassificationYi Shi, Rui-Xiang Li, Wen-Qi Shao, Xin-Cen Duan, Han-Jia Ye, De-Chuan Zhan, Bai-Shen Pan, Bei-Li Wang, Wei Guo, Yuan Jiang. 148-158 [doi]
• Thinking Like Sonographers: A Deep CNN Model for Diagnosing Gout from Musculoskeletal UltrasoundZhi Cao, Weijing Zhang, Keke Chen, Di Zhao, Daoqiang Zhang, Hongen Liao, Fang Chen. 159-168 [doi]
• Thyroid Nodule Diagnosis in Dynamic Contrast-Enhanced Ultrasound via Microvessel Infiltration AwarenessHaojie Han, Hongen Liao, Daoqiang Zhang, Wentao Kong, Fang Chen 0007. 169-179 [doi]
• Polar Eyeball Shape Net for 3D Posterior Ocular Shape RepresentationJiaqi Zhang, Yan Hu, Xiaojuan Qi, Ting Meng, Lihui Wang, Huazhu Fu, Mingming Yang, Jiang Liu. 180-190 [doi]
• DiffDP: Radiotherapy Dose Prediction via a Diffusion ModelZhenghao Feng, Lu Wen, Peng Wang, Binyu Yan, Xi Wu 0004, Jiliu Zhou, Yan Wang 0015. 191-201 [doi]
• A Novel Multi-task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical ImagesYan-Jie Zhou, Wei Liu, Yuan Gao, Jing Xu, Le Lu 0001, Yuping Duan, Hao Cheng, Na Jin, Xiaoyong Man, Shuang Zhao, Yu Wang. 202-212 [doi]
• Wall Thickness Estimation from Short Axis Ultrasound Images via Temporal Compatible Deformation Learningang Zhang, Guijuan Peng, Jialan Zheng, Jun Cheng, Xiaohua Liu, Qian Liu, Yuanyuan Sheng, Yingqi Zheng, Yumei Yang, Jie Deng, Yingying Liu, Wufeng Xue, Dong Ni. 213-222 [doi]
• Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep LearningKeming Tang, Zhenyi Ge, Rongbo Ling, Jun Cheng 0006, Wufeng Xue, Cuizhen Pan, Xianhong Shu, Dong Ni 0001. 223-232 [doi]
• Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis ScreeningJiangdong Cai, Honglin Xiong, Maosong Cao, Luyan Liu, Lichi Zhang, Qian Wang. 233-242 [doi]
• Detection-Free Pipeline for Cervical Cancer Screening of Whole Slide ImagesMaosong Cao, Manman Fei, Jiangdong Cai, Luyan Liu, Lichi Zhang, Qian Wang. 243-252 [doi]
• Improving Pathology Localization: Multi-series Joint Attention Takes the LeadAshwin Raju, Micha Kornreich, Colin Hansen, James Browning, Jayashri Pawar, Richard Herzog, Benjamin Odry, Li Zhang 0024. 253-262 [doi]
• Detection of Basal Cell Carcinoma in Whole Slide ImagesHongyan Xu, Dadong Wang, Arcot Sowmya, Ian Katz. 263-272 [doi]
• SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment ScansAfsah Saleem, Zaid Ilyas, David Suter, Ghulam Mubashar Hassan, Siobhan Reid, John T. Schousboe, Richard Prince, William D. Leslie, Joshua R. Lewis, Syed Zulqarnain Gilani. 273-283 [doi]
• STAR-Echo: A Novel Biomarker for Prognosis of MACE in Chronic Kidney Disease Patients Using Spatiotemporal Analysis and Transformer-Based Radiomics ModelsRohan Dhamdhere, Gourav Modanwal, Mohamed H. E. Makhlouf, Neda Shafiabadi Hassani, Satvika Bharadwaj, Pingfu Fu, Ioannis Milioglou, Mahboob Rahman, Sadeer Al-Kindi, Anant Madabhushi. 284-294 [doi]
• Interpretable Deep Biomarker for Serial Monitoring of Carotid Atherosclerosis Based on Three-Dimensional Ultrasound ImagingXueli Chen, Xinqi Fan, Bernard Chiu. 295-305 [doi]
• Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant RiskJinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng. 306-316 [doi]
• TCEIP: Text Condition Embedded Regression Network for Dental Implant Position PredictionXinquan Yang, Jinheng Xie, Xuguang Li, Xuechen Li, Xin Li, LinLin Shen, Yongqiang Deng. 317-326 [doi]
• Vision Transformer Based Multi-class Lesion Detection in IVOCTZixuan Wang, Yifan Shao, Jingyi Sun, Zhili Huang, Su Wang, Qiyong Li, Jinsong Li, Qian Yu. 327-336 [doi]
• Accurate and Robust Patient Height and Weight Estimation in Clinical Imaging Using a Depth CameraBirgi Tamersoy, Felix Alexandru Pîrvan, Santosh Pai, Ankur Kapoor. 337-346 [doi]
• 2T: Advanced Realistic Rendering Technique for Biomedical VolumesElena Denisova, Leonardo Manetti, Leonardo Bocchi, Ernesto Iadanza. 347-357 [doi]
• Transformer-Based End-to-End Classification of Variable-Length Volumetric DataMarzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic. 358-367 [doi]
• ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in EchocardiographyHooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang. 368-378 [doi]
• MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT ScansXueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi 0001. 379-388 [doi]
• Diffusion-Based Hierarchical Multi-label Object Detection to Analyze Panoramic Dental X-RaysIbrahim Ethem Hamamci, Sezgin Er, Enis Simsar, Anjany Sekuboyina, Mustafa Gundogar, Bernd Stadlinger, Albert Mehl, Bjoern H. Menze. 389-399 [doi]
• Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck CancerMingyuan Meng, Lei Bi 0001, Michael J. Fulham, David Feng 0003, Jinman Kim. 400-410 [doi]
• Coupling Bracket Segmentation and Tooth Surface Reconstruction on 3D Dental ModelsYuwen Tan, Xiang Xiang, Yifeng Chen, Hongyi Jing, Shiyang Ye, Chaoran Xue, Hui Xu. 411-420 [doi]
• TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided TransformerHuimin Xiong, Kunle Li, Kaiyuan Tan, Yang Feng, Joey Tianyi Zhou, Jin Hao, Haochao Ying, Jian Wu, Zuozhu Liu. 421-432 [doi]
• Anatomical Landmark Detection Using a Multiresolution Learning Approach with a Hybrid Transformer-CNN ModelThanaporn Viriyasaranon, Serie Ma, Jang-Hwan Choi 0001. 433-443 [doi]
• Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray PairZhonghang Zhu, Qichang Chen, Lequan Yu, Lianxin Wang, Defu Zhang, Baptiste Magnier, Liansheng Wang. 444-453 [doi]
• Multi-modal Pathological Pre-training via Masked Autoencoders for Breast Cancer DiagnosisMengkang Lu, Tianyi Wang, Yong Xia 0001. 457-466 [doi]
• Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image ClassificationHongyi Wang, Luyang Luo, Fang Wang, Ruofeng Tong 0001, Yen-Wei Chen 0001, Hongjie Hu, Lanfen Lin, Hao Chen. 467-476 [doi]
• MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer DiagnosisMichael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair. 477-486 [doi]
• CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image ClassificationZhenrong Shen, Maosong Cao, Sheng Wang, Lichi Zhang, Qian Wang 0001. 487-496 [doi]
• Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-Empowered LearningRuining Deng, Yanwei Li, Peize Li, Jiacheng Wang, Lucas W. Remedios, Saydolimkhon Agzamkhodjaev, Zuhayr Asad, Quan Liu, Can Cui, Yaohong Wang, Yihan Wang, Yucheng Tang, Haichun Yang, Yuankai Huo. 497-507 [doi]
• Gene-Induced Multimodal Pre-training for Image-Omic ClassificationTing Jin, Xingran Xie, Renjie Wan, Qingli Li, Yan Wang. 508-517 [doi]
• Artifact Restoration in Histology Images with Diffusion Probabilistic ModelsZhenqi He, Junjun He, Jin Ye, Yiqing Shen 0003. 518-527 [doi]
• Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-supervised Contrastive LearningChen Shen, Jun Zhang, Xinggong Liang, Zeyi Hao, Kehan Li 0005, Fan Wang, Zhenyuan Wang, Chunfeng Lian. 528-538 [doi]
• Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-Level SupervisionHansheng Li, Zhengyang Xu, Mo Zhou, Xiaoshuang Shi, Yuxin Kang, Qirong Bu, Hong Lv, Ming Li, Mingzhen Lin, Lei Cui 0004, Jun Feng 0003, Wentao Yang, Lin Yang 0002. 539-548 [doi]
• StainDiff: Transfer Stain Styles of Histology Images with Denoising Diffusion Probabilistic Models and Self-ensembleYiqing Shen 0003, Jing Ke. 549-559 [doi]
• IIB-MIL: Integrated Instance-Level and Bag-Level Multiple Instances Learning with Label Disambiguation for Pathological Image AnalysisQin Ren, Yu Zhao, Bing He, Bingzhe Wu, Sijie Mai, Fan Xu, Yueshan Huang, Yonghong He, JunZhou Huang, Jianhua Yao 0001. 560-569 [doi]
• Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple AttentionsLanfeng Zhong, Xin Liao, Shaoting Zhang 0001, Guotai Wang. 570-579 [doi]
• An Anti-biased TBSRTC-Category Aware Nuclei Segmentation Framework with a Multi-label Thyroid Cytology BenchmarkJunchao Zhu, Yiqing Shen 0003, Haolin Zhang, Jing Ke. 580-590 [doi]
• DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationShengcong Chen, Changxing Ding, Dacheng Tao, Hao Chen 0011. 591-601 [doi]
• Multi-scale Prototypical Transformer for Whole Slide Image ClassificationSaisai Ding, Jun Wang 0024, Juncheng Li 0013, Jun Shi 0004. 602-611 [doi]
• Transfer Learning-Assisted Survival Analysis of Breast Cancer Relying on the Spatial Interaction Between Tumor-Infiltrating Lymphocytes and TumorsYawen Wu, Yingli Zuo, Qi Zhu 0001, Jianpeng Sheng, Daoqiang Zhang, Wei Shao 0005. 612-621 [doi]
• Pathology-and-Genomics Multimodal Transformer for Survival Outcome PredictionKexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang 0001. 622-631 [doi]
• Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image PairsFangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak. 632-641 [doi]
• Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology SlidesZichen Wang, Mara Pleasure, Haoyue Zhang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold. 642-651 [doi]
• Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency RefinementManman Fei, Xin Zhang, Maosong Cao, Zhenrong Shen, Xiangyu Zhao, Zhiyun Song, Qian Wang, Lichi Zhang. 652-661 [doi]
• Instance-Aware Diffusion Model for Gland Segmentation in Colon Histology ImagesMengxue Sun, Wenhui Huang, Yuanjie Zheng. 662-672 [doi]
• Label-Free Nuclei Segmentation Using Intra-Image Self SimilarityLong Chen, Han Li, S. Kevin Zhou. 673-682 [doi]
• Histopathology Image Classification Using Deep Manifold Contrastive LearningJing wei Tan, Won-Ki Jeong. 683-692 [doi]
• Zero-Shot Nuclei Detection via Visual-Language Pre-trained ModelsYongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu 0001. 693-703 [doi]
• An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune MicroenvironmentParmida Ghahremani, Joseph Marino, Juan Hernandez-Prera, Janis V. de la Iglesia, Robbert J. C. Slebos, Christine H. Chung, Saad Nadeem. 704-713 [doi]
• Position-Aware Masked Autoencoder for Histopathology WSI Representation LearningKun Wu, Yushan Zheng, Jun Shi 0006, Fengying Xie, Zhiguo Jiang. 714-724 [doi]
• A One-Class Variational Autoencoder (OCVAE) Cascade for Classifying Atypical Bone Marrow Cell Sub-typesJonathan Tarquino, Jhonathan Rodriguez, Charlens Álvarez Jimenez, Eduardo Romero 0001. 725-734 [doi]
• MulHiST: Multiple Histological Staining for Thick Biological Samples via Unsupervised Image-to-Image TranslationLulin Shi, Yan Zhang, Ivy H. M. Wong, Claudia T. K. Lo, Terence T. W. Wong. 735-744 [doi]
• Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival PredictionWentai Hou, Yan He, Bingjian Yao, Lequan Yu, Rongshan Yu, Feng Gao, Liansheng Wang. 745-754 [doi]
• HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image AnalysisZiyu Guo, Weiqin Zhao, Shujun Wang, Lequan Yu. 755-764 [doi]
• ALL-IN: ALocal GLobal Graph-Based DIstillatioN Model for Representation Learning of Gigapixel Histopathology Images With Application In Cancer Risk AssessmentPuria Azadi, Jonathan Suderman, Ramin Nakhli, Katherine Rich, Maryam Asadi, Sonia Kung, Htoo Oo, Mira Keyes, Hossein Farahani, Calum MacAulay, Larry Goldenberg, Peter Black, Ali Bashashati. 765-775 [doi]
• Deep Cellular Embeddings: An Explainable Plug and Play Improvement for Feature Representation in HistopathologyJacob Gildenblat, Anil Yüce, Samaneh Abbasi-Sureshjani, Konstanty Korski. 776-785 [doi]
• NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion ModelsAman Shrivastava, P. Thomas Fletcher. 786-796 [doi]
• Triangular Analysis of Geographical Interplay of Lymphocytes (TriAnGIL): Predicting Immunotherapy Response in Lung CancerSara ArabYarmohammadi, Germán Corredor, Yufei Zhou, Miguel López de Rodas, Kurt A. Schalper, Anant Madabhushi. 797-807 [doi]