Table of Contents

• Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 ScoringQiong Peng, Weiping Lin, Yihuang Hu, Ailisi Bao, Chenyu Lian, Weiwei Wei, Meng Yue, Jingxin Liu, Lequan Yu, Liansheng Wang. 3-13 [doi]
• Biophysics-Based Data Assimilation of Longitudinal Tau and Amyloid-β PET ScansZheyu Wen, Ali Ghafouri, George Biros. 14-24 [doi]
• Clinical-Grade Multi-organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation ModelJing wei Tan, Seungkyu Kim, Eunsu Kim, Sung-Hak Lee, Sangjeong Ahn, Won-Ki Jeong. 25-35 [doi]
• Controllable and Efficient Multi-class Pathology Nuclei Data Augmentation Using Text-Conditioned Diffusion ModelsHyun-Jic Oh, Won-Ki Jeong. 36-46 [doi]
• Deep Volume Reconstruction from Multi-focus Microscopic ImagesCaio Azevedo, Sanchayan Santra, Sudhakar Kumawat, Hajime Nagahara, Ken'ichi Morooka. 47-57 [doi]
• Domain Adaptation for Unsupervised Cancer Detection: An Application for Skin Whole Slides Images from an Interhospital DatasetNatalia P. García-de-la-Puente, Miguel López-Pérez, Laëtitia Launet, Valery Naranjo. 58-68 [doi]
• DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype ClassificationYuan Zhang 0019, Yaolei Qi, Xiaoming Qi, Yongyue Wei, Guanyu Yang. 69-79 [doi]
• Embryo Graphs: Predicting Human Embryo Viability from 3D MorphologyChloe He, Neringa Karpaviciute, Rishabh Hariharan, Céline Jacques, Jérôme Chambost, Jonas Malmsten, Nikica Zaninovic, Koen Wouters, Thomas Fréour, Cristina Hickman, Francisco Vasconcelos 0001. 80-90 [doi]
• Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics CompletionGabriel Mejía, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique, Daniela Vega, Pablo Arbeláez. 91-101 [doi]
• Enhancing Whole Slide Image Classification with Discriminative and Contrastive LearningPeixian Liang, Hao Zheng 0006, Hongming Li, Yuxin Gong, Spyridon Bakas, Yong Fan 0001. 102-112 [doi]
• Exploiting Supervision Information in Weakly Paired Images for IHC Virtual StainingYueheng Li, Xianchao Guan, Yifeng Wang, Yongbing Zhang. 113-122 [doi]
• FALFormer: Feature-Aware Landmarks Self-attention for Whole-Slide Image ClassificationDoanh C. Bui, Trinh Thi Le Vuong, Jin Tae Kwak. 123-132 [doi]
• Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis ScreeningYan Kong, Sheng Wang 0014, Jiangdong Cai, Zihao Zhao 0002, Zhenrong Shen 0001, Yonghao Li, Manman Fei, Qian Wang 0001. 133-143 [doi]
• Hard Negative Sample Mining for Whole Slide Image ClassificationWentao Huang, Xiaoling Hu 0002, Shahira Abousamra, Prateek Prasanna, Chao Chen 0012. 144-154 [doi]
• HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisRuining Deng, Quan Liu, Can Cui 0006, Tianyuan Yao, Juming Xiong, Shunxing Bao, Hao Li, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Haichun Yang, Yuankai Huo. 155-166 [doi]
• Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation LearningHasindri Watawana, Kanchana Ranasinghe, Tariq Mahmood, Muzammal Naseer, Salman H. Khan 0001, Fahad Shahbaz Khan. 167-177 [doi]
• High-Resolution Medical Image Translation via Patch Alignment-Based Bidirectional Contrastive LearningWei Zhang, Tik Ho Hui, Pui Ying Tse, Fraser Hill, Condon Lau, Xinyue Li. 178-188 [doi]
• HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context InteractionZhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen 0011. 189-199 [doi]
• HistoSyn: Histomorphology-Focused Pathology Image SynthesisChong Yin, Si-Qi Liu 0003, Vincent Wai-Sun Wong, Pong C. Yuen. 200-210 [doi]
• IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide ImagesYejia Zhang, Hanqing Chao, Zhongwei Qiu, Wenbin Liu, Yixuan Shen, Nishchal Sapkota, Pengfei Gu, Danny Z. Chen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang. 211-221 [doi]
• Immune-Guided AI for Reproducible Regions of Interest Selection in Multiplex Immunofluorescence Pathology ImagingTanishq Gautam, Karina P. Gonzalez, Maria E. Salvatierra, Alejandra Serrano, Pingjun Chen, Xiaoxi Pan, Yasin Shokrollahi, Sara Ranjbar, Leticia Rodriguez, Luisa Solis-Soto, Yinyin Yuan, Simon P. Castillo. 222-231 [doi]
• InstaSAM: Instance-Aware Segment Any Nuclei Model with Point AnnotationsSiwoo Nam, Hyun Namgung, Jaehoon Jeong, Miguel Luna, Soopil Kim, Philip Chikontwe, Sanghyun Park 0004. 232-242 [doi]
• Integrating Clinical Knowledge into Concept Bottleneck ModelsWinnie Pang, Xueyi Ke, Satoshi Tsutsui, Bihan Wen. 243-253 [doi]
• Joint Multi-task Learning Improves Weakly-Supervised Biomarker Prediction in Computational PathologyOmar S. M. El Nahhas, Georg Wölflein, Marta Ligero, Tim Lenz, Marko van Treeck, Firas Khader, Daniel Truhn, Jakob Nikolas Kather. 254-262 [doi]
• Knowledge-Driven Subspace Fusion and Gradient Coordination for Multi-modal LearningYupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang 0001, Chao Li. 263-273 [doi]
• Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalXinyu Zhu, Zhiguo Jiang 0001, Kun Wu 0010, Jun Shi 0006, Yushan Zheng. 274-284 [doi]
• Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology ClassificationPhilip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park 0004. 285-295 [doi]
• MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational PathologyShu Yang 0004, Yihui Wang, Hao Chen 0011. 296-306 [doi]
• MetaStain: Stain-Generalizable Meta-learning for Cell Segmentation and Classification with Limited ExemplarsAishik Konwer, Prateek Prasanna. 307-317 [doi]
• MoME: Mixture of Multimodal Experts for Cancer Survival PredictionConghao Xiong, Hao Chen 0011, Hao Zheng 0008, Dong Wei 0004, Yefeng Zheng 0001, Joseph J. Y. Sung, Irwin King. 318-328 [doi]
• Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological ImagesSonghan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, Yongbing Zhang. 329-339 [doi]
• Novelty Detection Based Discriminative Multiple Instance Feature Mining to Classify NSCLC PD-L1 Status on HE-Stained Histopathological ImagesRui Xu 0002, Dan Yu, Xuan Yang, Xinchen Ye, Zhihui Wang 0001, Yi Wang, Hongkai Wang, Haojie Li, Dingpin Huang, Fangyi Xu, Yi Gan, Yuan Tu, Hongjie Hu. 340-350 [doi]
• OSAL-ND: Open-Set Active Learning for Nucleus DetectionJiao Tang, Yagao Yue, Peng Wan 0004, Mingliang Wang, Daoqiang Zhang, Wei Shao 0005. 351-361 [doi]
• PAMIL: Prototype Attention-Based Multiple Instance Learning for Whole Slide Image ClassificationJiashuai Liu, Anyu Mao, Yi Niu, Xianli Zhang, Tieliang Gong, Chen Li 0011, Zeyu Gao 0001. 362-372 [doi]
• PathM3: A Multimodal Multi-task Multiple Instance Learning Framework for Whole Slide Image Classification and CaptioningQifeng Zhou, Wenliang Zhong, Yuzhi Guo, Michael Xiao, Hehuan Ma, JunZhou Huang. 373-383 [doi]
• Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual StainingFuqiang Chen, Ranran Zhang, Boyun Zheng, Yiwen Sun, Jiahui He, Wenjian Qin. 384-394 [doi]
• PathoTune: Adapting Visual Foundation Model to Pathological SpecialistsJiaxuan Lu, Fang Yan, Xiaofan Zhang 0002, Yue Gao 0002, Shaoting Zhang 0001. 395-406 [doi]
• Prompting Whole Slide Image Based Genetic Biomarker PredictionLing Zhang, Boxiang Yun, Xingran Xie, Qingli Li, Xinxing Li, Yan Wang 0033. 407-417 [doi]
• Rethinking Cell Counting Methods: Decoupling Counting and LocalizationZixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiaoxiang Zhu 0001, Lichao Mou. 418-426 [doi]
• Rethinking Histology Slide Digitization Workflows for Low-Resource SettingsTalat Zehra, Joseph Marino, Wendy Wang, Grigoriy Frantsuzov, Saad Nadeem. 427-436 [doi]
• RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image ClassificationHongbo Chu, Qiehe Sun, Jiawen Li 0005, Yuxuan Chen, Lizhong Zhang, Tian Guan, Anjia Han, Yonghong He. 437-447 [doi]
• SCMIL: Sparse Context-Aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide ImagesZekang Yang, Hong Liu, Xiangdong Wang. 448-458 [doi]
• Semi-supervised Contrastive VAE for Disentanglement of Digital Pathology ImagesMahmudul Hasan 0006, Xiaoling Hu 0002, Shahira Abousamra, Prateek Prasanna, Joel H. Saltz, Chao Chen 0012. 459-469 [doi]
• SlideGCD: Slide-Based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image ClassificationTong Shu, Jun Shi 0006, Dongdong Sun, Zhiguo Jiang 0001, Yushan Zheng. 470-480 [doi]
• Spatial Diffusion for Cell Layout GenerationChen Li 0045, Xiaoling Hu 0002, Shahira Abousamra, Meilong Xu, Chao Chen 0012. 481-491 [doi]
• Spatial Transcriptomics Analysis of Zero-Shot Gene Expression PredictionYan Yang, Md. Zakir Hossain, Xuesong Li, Shafin Rahman, Eric A. Stone. 492-502 [doi]
• TAKT: Target-Aware Knowledge Transfer for Whole Slide Image ClassificationConghao Xiong, Yi Lin, Hao Chen 0011, Hao Zheng 0008, Dong Wei 0004, Yefeng Zheng 0001, Joseph J. Y. Sung, Irwin King. 503-513 [doi]
• Towards a Text-Based Quantitative and Explainable Histopathology Image AnalysisAnh Tien Nguyen, Trinh Thi Le Vuong, Jin Tae Kwak. 514-524 [doi]
• TSBP: Improving Object Detection in Histology Images via Test-Time Self-guided Bounding-Box PropagationTingting Yang, Liang Xiao, Yizhe Zhang. 525-534 [doi]
• URCDM: Ultra-Resolution Image Synthesis in HistopathologySarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz. 535-545 [doi]
• WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide ImagesPingyi Chen, Honglin Li 0001, Chenglu Zhu, Sunyi Zheng, Zhongyi Shui, Lin Yang 0002. 546-556 [doi]
• Advancing Sensorless Freehand 3D Ultrasound Reconstruction with a Novel Coupling PadLing Dai, Kaitao Zhao, Zhongyu Li, Jihua Zhu, Libin Liang. 559-569 [doi]
• BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal SupervisionKit Mills Bransby, Arian Beqiri, Woo-Jin Cho Kim, Jorge Oliveira, Agisilaos Chartsias, Alberto Gómez 0002. 570-579 [doi]
• Can Crowdsourced Annotations Improve AI-Based Congestion Scoring for Bedside Lung Ultrasound?Ameneh Asgari-Targhi, Tamas Ungi, Mike Jin, Nicholas Harrison, Nicole M. Duggan, Erik P. Duhaime, Andrew J. Goldsmith, Tina Kapur. 580-590 [doi]
• CoReEcho: Continuous Representation Learning for 2D+Time Echocardiography AnalysisFadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun, Mohammad Yaqub. 591-601 [doi]
• Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-trainingTongkun Su, Jun Li, Xi Zhang, Hai Jin 0001, Hao Chen 0011, Qiong Wang 0001, Faqin Lv, Baoliang Zhao, Ying Hu 0001. 602-612 [doi]
• Diffusion as Sound Propagation: Physics-Inspired Model for Ultrasound Image GenerationMarina Domínguez, Yordanka Velikova, Nassir Navab, Mohammad Farid Azampour. 613-623 [doi]
• EchoMEN: Combating Data Imbalance in Ejection Fraction Regression via Multi-expert NetworkSong Lai, Mingyang Zhao, Zhe Zhao, Shi Chang, Xiaohua Yuan, Hongbin Liu 0001, Qingfu Zhang, Gaofeng Meng. 624-633 [doi]
• EchoNarrator: Generating Natural Text Explanations for Ejection Fraction PredictionsSarina Thomas, Qing Cao, Anna Novikova, Daria P. Kulikova, Guy Ben-Yosef. 634-644 [doi]
• EchoTracker: Advancing Myocardial Point Tracking in EchocardiographyMd Abulkalam Azad, Artem Chernyshov, John Nyberg, Ingrid Tveten, Lasse Løvstakken, Håvard Dalen, Bjørnar Leangen Grenne, Andreas Østvik. 645-655 [doi]
• Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound ImagesYimeng Geng, Gaofeng Meng, Mingcong Chen, Guanglin Cao, Mingyang Zhao, Jianbo Zhao, Hongbin Liu 0001. 656-666 [doi]
• LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound VideosHuihui Xu, Yijun Yang, Angelica I. Avilés-Rivero, Guang Yang 0006, Jing Qin 0001, Lei Zhu 0003. 667-677 [doi]
• MMSummary: Multimodal Summary Generation for Fetal Ultrasound VideoXiaoqing Guo, Qianhui Men, J. Alison Noble. 678-688 [doi]
• Nonrigid Reconstruction of Freehand Ultrasound Without a TrackerQi Li 0030, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu. 689-699 [doi]
• Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose EstimationQianhui Men, Xiaoqing Guo, Aris T. Papageorghiou, J. Alison Noble. 700-710 [doi]
• Quantitative Assessment of Thyroid Nodules Through Ultrasound Imaging AnalysisYoungMin Kim 0004, Myeong-Gee Kim, SeokHwan Oh, Guil Jung, Hyeon-Jik Lee, Sang-Yun Kim 0003, Hyuksool Kwon, Sang-Il Choi, Hyeon-Min Bae. 711-720 [doi]
• RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape ReconstructionHongbo Chen, Yuchong Gao, Shuhang Zhang, Jiangjie Wu, Yuexin Ma, Rui Zheng. 721-731 [doi]
• SHAN: Shape Guided Network for Thyroid Nodule Ultrasound Cross-Domain SegmentationRuixuan Zhang, Wenhuan Lu, Cuntai Guan, Jie Gao 0008, Xi Wei, Xuewei Li 0001. 732-741 [doi]
• STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep VideosDivyanshu Mishra, Pramit Saha, He Zhao 0002, Olga Patey, Aris T. Papageorghiou, J. Alison Noble. 742-752 [doi]
• ThyGraph: A Graph-Based Approach for Thyroid Nodule Diagnosis from Ultrasound StudiesAshwath Radhachandran, Alekhya Vittalam, Vedrana Ivezic, Vivek Sant, Shreeram Athreya, Chace Moleta, Maitraya Patel, Rinat Masamed, Corey W. Arnold, William Speier. 753-763 [doi]
• Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion ModelsTingxiu Chen, Yilei Shi, Zixuan Zheng, Bingcong Yan, Jingliang Hu, Xiaoxiang Zhu 0001, Lichao Mou. 764-774 [doi]
• Uncertainty-Aware Meta-weighted Optimization Framework for Domain-Generalized Medical Image SegmentationSeokHwan Oh, Guil Jung, Sang-Yun Kim 0003, Myeong-Gee Kim, Young-Min Kim 0004, Hyeon-Jik Lee, Hyuksool Kwon, Hyeon-Min Bae. 775-785 [doi]
• Zoom Pattern Signatures for Fetal Ultrasound StructuresMohammad Alsharid, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble. 786-795 [doi]