医学 AI

Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer

Ivana Janíčková, Yen Y. Tan, Thomas H. Helbich, Konstantin Miloserdov, Zsuzsanna Bago-Horvath, Ulrike Heber, Georg Langs

机构 * Computational Imaging Research Lab（计算成像研究实验室） ； Department of Biomedical Imaging and Image-guided Therapy（生物医学成像与影像引导治疗系） ； Medical University of Vienna（维也纳医学大学） ； Comprehensive Center for Artificial Intelligence in Medicine（医学人工智能综合中心） ； Department of Obstetrics and Gynecology（妇产科系） ； Department of Pathology（病理学系） ； Christian Doppler Laboratory for Machine Learning Driven Precision Imaging（机器学习驱动精准成像的克里斯蒂安多普勒实验室） 纠错

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Generative AI for Misalignment-Resistant Virtual Staining to Accelerate Histopathology Workflows

Jiabo MA, Wenqiang Li, Jinbang Li, Ziyi Liu, Linshan Wu, Fengtao Zhou, Li Liang, Ronald Cheong Kin Chan, Terence T. W. Wong, Hao Chen

机构 * Guangdong Provincial Key Laboratory of Molecular Tumor Pathology（广东省分子肿瘤病理学重点实验室） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV

Comments the arxiv version of the under review journal paper

CECT-Mamba: a Hierarchical Contrast-enhanced-aware Model for Pancreatic Tumor Subtyping from Multi-phase CECT

Zhifang Gong, Shuo Gao, Ben Zhao, Yingjing Xu, Yijun Yang, Shenghong Ju, Guangquan Zhou

机构 * Southeast University（东南大学） ； Medical School of Southeast University（东南大学医学院） ； Zhongda Hospital（中大医院） ； Zhejiang University（浙江大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV

Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images

Yuedi Zhang, Zhixiang Xia, Guosheng Yin, Bin Liu

机构 * Department of Electrical and Computer Engineering, Georgia Institute of Technology（电子与计算机工程系，佐治亚理工学院） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments 12 pages,5 figures

Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression

Aghiles Kebaili, Romain Modzelewski, Jérôme Lapuyade-Lahorgue, Maxime Fontanilles, Sébastien Thureau, Su Ruan

机构 * AIMS Lab, Quantif, University of Rouen-Normandy（AIMS实验室、Quantif、鲁昂-诺曼底大学） ； LITIS Lab UR 4108, University of Rouen-Normandy（LITIS实验室UR 4108、鲁昂-诺曼底大学） 纠错

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Deep Learning Framework for Early Detection of Pancreatic Cancer Using Multi-Modal Medical Imaging Analysis

Dennis Slobodzian, Amir Kordijazi

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV

Comments 21 pages, 17 figure

GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation

Jialin Yue, Tianyuan Yao, Ruining Deng, Siqi Lu, Junlin Guo, Quan Liu, Mengmeng Yin, Juming Xiong, Haichun Yang, Yuankai Huo

机构 * Department of Electrical and Computer Engineering, Vanderbilt University Medical Center（电气与计算机工程系，范德比尔特大学医学中心） ； Department of Computer Science, Vanderbilt University（计算机科学系，范德比尔特大学） ； Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center（病理学、微生物学与免疫学系，范德比尔特大学医学中心） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Predicting Brain Tumor Response to Therapy using a Hybrid Deep Learning and Radiomics Approach

Daniil Tikhonov, Matheus Scatolin, Mohor Banerjee, Qiankun Ji, Ahmed Jaheen, Mostafa Salem, Abdelrahman Elsayed, Hu Wang, Sarim Hashmi, Mohammad Yaqub

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫扎德·本·泽德人工智能大学） 纠错

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Comments Submitted to the BraTS-Lighthouse 2025 Challenge (MICCAI 2025)

Heatmap Guided Query Transformers for Robust Astrocyte Detection across Immunostains and Resolutions

Xizhe Zhang, Jiayang Zhu

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

STAR: A Fast and Robust Rigid Registration Framework for Serial Histopathological Images

Zeyu Liu, Shengwei Ding

机构 * School of Biological Science and Medical Engineering, Beihang University, Beijing, China（生物科学与医学工程学院，北航，北京，中国） ； School of Computer Science and Engineering, Beihang University, Beijing, China（计算机科学与工程学院，北航，北京，中国） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments The code is available at https://github.com/Rowerliu/STAR

PRINTER:Deformation-Aware Adversarial Learning for Virtual IHC Staining with In Situ Fidelity

Yizhe Yuan, Bingsen Xue, Bangzheng Pu, Chengxiang Wang, Cheng Jin

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments 10 pages, 4 figures

MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification

Hikmat Khan, Syed Farhan Alam Zaidi, Pir Masoom Shah, Kiruthika Balakrishnan, Rabia Khan, Muhammad Waqas, Jia Wu

机构 * Department of Pathology, College of Medicine, The Ohio State University Wexner Medical Center（病理学系，医学学院，俄亥俄州立大学韦克斯纳医学中心） ； Department of Computer Science and Engineering, Chung-Ang University（计算机科学与工程系，成均馆大学） ； School of Computer Science and Engineering, Central South University（计算机科学与工程学院，中南大学） ； College of Medicine Rockford, National Center for Rural Health Professions, University of Illinois（医学学院Rockford，农村健康专业中心，伊利诺伊大学） ； Institute of Computing, Kohat University of Science and Technology（计算学院，科阿特大学科技学院） ； Department of Imaging Physics, The University of Texas MD Anderson Cancer Center（成像物理系，德克萨斯大学MD安德森癌症中心） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy

James E. D. Tweel, Benjamin R. Ecclestone, Marian Boktor, Deepak Dinakaran, John R. Mackey, Parsin Haji Reza

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments 10 pages, 10 figures

Journal ref IEEE Trans. Biomed. Eng. 71(6):1901-1912, Jun 2024

MobileDenseAttn:A Dual-Stream Architecture for Accurate and Interpretable Brain Tumor Detection

Shudipta Banik, Muna Das, Trapa Banik, Md. Ehsanul Haque

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Comments Submitted at ICCIT 2025 cox bazar, Bangladesh

Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology

Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu

机构 * School of Biomedical Engineering, Faulty of Medicine, Dalian University of Technology, Dalian, China（生物医学工程学院） ； Faculty of Information Technology, University of Jyvaskyla, Jyvaskyla, Finland（信息科技学院） ； School of Software Technology, Dalian University of Technology, Dalian, China（软件技术学院） ； Department of Radiology, Guangdong Provincial People’s Hospital, Southern Medical University, Guangzhou, China（放射科） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2025

Learning ON Large Datasets Using Bit-String Trees

Prashant Gupta

机构 * DEPARTMENT OF ELECTRICAL ENGINEERING（电气工程系） ； INDIAN INSTITUTE OF TECHNOLOGY DELHI（印度理工学院德里） 纠错

专题命中 病理影像 ：biomedical(abstract)；分类 cs.LG

Comments PhD thesis

Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging

Farnaz Khun Jush, Steffen Vogler, Matthias Lenga

机构 * Radiology R&D（放射学研究与开发） 纠错

专题命中 病理影像 ：medical image(abstract)；分类 cs.CV

Curvature-adaptive gigapixel microscopy at submicron resolution and centimeter scale

Xi Yang, Haitao Chen, Lucas Kreiss, Clare B. Cook, Genevieve Kuczewski, Mark Harfouche, Martin O. Bohlen, Roarke Horstmeyer

专题命中 病理影像 ：biomedical(abstract)；分类 eess.IV

Optimistic critics can empower small actors

Olya Mastikhina, Dhruv Sreenivas, Pablo Samuel Castro

专题命中 病理影像 ：pathology(abstract)；分类 cs.LG

Comments RLC 2025

Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy

Malvern Madondo, Yuan Shao, Yingzi Liu, Jun Zhou, Xiaofeng Yang, Zhen Tian

机构 * Department of Radiation and Cellular Oncology University of Chicago（辐射与细胞肿瘤学系，芝加哥大学） ； Division of Environmental and Occupational Health Sciences University of Illinois at Chicago（环境与职业卫生科学系，伊利诺伊大学芝加哥分校） ； Department of Radiation Oncology and Winship Cancer Institute Emory University（放射肿瘤学系和Winship癌症研究所，埃默里大学） 纠错

专题命中 病理影像 ：CT(abstract)；分类 cs.LG

Comments Published in Proceedings of Machine Learning Research (PMLR) 298; accepted at Machine Learning for Healthcare Conference (MLHC) 2025

Compact and De-biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification

Joohyung Lee, Heejeong Nam, Kwanhyung Lee, Sangchul Hahn

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments Accepted to ICASSP 2024

Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis

Mingxi Fu, Xitong Ling, Yuxuan Chen, Jiawen Li, fanglei fu, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

AHDMIL: Asymmetric Hierarchical Distillation Multi-Instance Learning for Fast and Accurate Whole-Slide Image Classification

Jiuyang Dong, Jiahan Li, Junjun Jiang, Kui Jiang, Yongbing Zhang

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment

Lubin Gan, Jing Zhang, Linhao Qu, Yijun Wang, Siying Wu, Xiaoyan Sun

机构 * University of Science and Technology of China（科学技术大学） ； Fudan University（复旦大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Welcome New Doctor: Continual Learning with Expert Consultation and Autoregressive Inference for Whole Slide Image Analysis

Doanh Cao Bui, Jin Tae Kwak

机构 * School of Electrical Engineering, Korea University（韩国大学电气工程学院） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV

Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation

Ha-Hieu Pham, Nguyen Lan Vi Vu, Thanh-Huy Nguyen, Ulas Bagci, Min Xu, Trung-Nghia Le, Huy-Hieu Pham

机构 * University of Science, VNU-HCM（越南胡志明市科学大学） ； Ho Chi Minh University of Technology（胡志明技术大学） ； Vietnam National University（越南国家大学） ； Carnegie Mellon University（卡内基梅隆大学） ； Northwestern University（西北大学） ； College of Engineering & Computer Science, VinUniversity（Vin大学工程与计算机科学学院） ； VinUni-Illinois Smart Health Center, VinUniversity（Vin大学伊利诺伊智能健康中心） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV

Comments This paper has been accepted to Compayl @ MICCAI 2025

A Lightweight Optimization Framework for Estimating 3D Brain Tumor Infiltration

Jonas Weidner, Michal Balcerak, Ivan Ezhov, André Datchev, Laurin Lux, Lucas Zimmer, Daniel Rueckert, Björn Menze, Benedikt Wiestler

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； University of Zurich（苏黎世大学） ； Imperial College London（伦敦帝国学院） 纠错

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

ZeroReg3D: A Zero-shot Registration Pipeline for 3D Consecutive Histopathology Image Reconstruction

Juming Xiong, Ruining Deng, Jialin Yue, Siqi Lu, Junlin Guo, Marilyn Lionts, Tianyuan Yao, Can Cui, Junchao Zhu, Chongyu Qu, Mengmeng Yin, Haichun Yang, Yuankai Huo

机构 * Department of Radiology Weill Cornell Medicine, NY, USA（放射科 Weill Cornell医学中心） ； Department of Computer Science Vanderbilt University, TN, USA（计算机科学系 Vanderbilt大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Automatic Cough Analysis for Non-Small Cell Lung Cancer Detection

Chiara Giangregorio, Cristina Maria Licciardello, Vanja Miskovic, Leonardo Provenzano, Alessandra Laura Giulia Pedrocchi, Andra Diana Dumitrascu, Arsela Prelaj, Marina Chiara Garassino, Emilia Ambrosini, Simona Ferrante

机构 * Department of Electronics, Information and Bioengineering, Politecnico di Milano（电子、信息与生物工程学院，米兰理工学院） ； Fondazione IRCCS Istituto Nazionale dei Tumori di Milano（米兰国家肿瘤研究所） ； Department of Medicine, Section of Hematology/Oncology, University of Chicago（医学学院，血液学/肿瘤学部门，芝加哥大学） ； LEARNLab, IRCCS Istituto Neurologico Carlo Besta（LEARN实验室，卡尔·贝斯塔神经病学研究所） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.LG

Comments Emilia Ambrosini and Simona Ferrante equally contributed to the work

CLEAR: Unlearning Spurious Style-Content Associations with Contrastive LEarning with Anti-contrastive Regularization

Minghui Sun, Benjamin A. Goldstein, Matthew M. Engelhard

机构 * Duke University（杜克大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.LG

Comments 10 pages main text, 24 pages in total