医学 AI

Graph-Radiomic Learning (GrRAiL) Descriptor to Characterize Imaging Heterogeneity in Confounding Tumor Pathologies

Dheerendranath Battalapalli, Apoorva Safai, Maria Jaramillo, Hyemin Um, Gustavo Adalfo Pineda Ortiz, Ulas Bagci, Manmeet Singh Ahluwalia, Marwa Ismail, Pallavi Tiwari

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； William S. Middleton Memorial Veterans Affairs (VA) Healthcare（威廉·S·米德尔顿纪念退伍军人事务医疗中心） ； Northwestern University（西北大学） ； Miami Cancer Institute, Baptist Health South Florida（迈阿密癌症研究所，巴尔的摩健康南佛罗里达分部） 纠错

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

Comments Under Review: npj Digital Medicine

Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning

Richa Rawat, Faisal Ahmed

机构 * Department of Mathematics, University of Texas at Arlington（德克萨斯大学阿灵顿分校数学系） ； Department of Data Science and Mathematics, Embry-Riddle Aeronautical University（埃姆伯里-瑞德航空大学数据科学与数学系） 纠错

专题命中 病理影像 ：CT(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 pages, 3 figures

A new obstruction to Arveson's hyperrigidity conjecture

Raphaël Clouâtre

专题命中 病理影像 ：pathology(abstract)

Comments 19 pages

Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI

Xiuyi Fan

机构 * Lee Kong Chian School of Medicine, College of Computing ； Data Science, Nanyang Technological University, Singapore 纠错

专题命中 医疗多模态 ：medical AI(title,abstract)

Comments Accepted at the International Joint Conference on Neural Networks, IJCNN 2025

Learning Contrastive Multimodal Fusion with Improved Modality Dropout for Disease Detection and Prediction

Yi Gu, Kuniaki Saito, Jiaxin Ma

机构 * OMRON SINIC X Corporation（OMRON SINIC X公司） ； Nara Institute of Science and Technology（名取科学技術大學院） 纠错

专题命中 医疗多模态 ：CT(abstract)；分类 cs.CV

Comments MICCAI 2025

Are Smaller Open-Weight LLMs Closing the Gap to Proprietary Models for Biomedical Question Answering?

Damian Stachura, Joanna Konieczna, Artur Nowak

机构 * Evidence Prime 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG

Comments CLEF 2025 Working Notes, 9-12 September 2025, Madrid, Spain

Virtual Cells: From Conceptual Frameworks to Biomedical Applications

Saurabh Bhardwaj, Gaurav Kumar, Haochen Yang, Shaurya Bhardwaj, Qun Wang, Minjie Shen, Yizhi Wang, Cristabelle Madona De Souza

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 q-bio

Comments 54 Pages, 7 Figures

A scaling law for large-deformation contact in soft materials

Tong Mu, Shizhuo Weng, Changhong Linghu, Ruozhang Li, Jingyi Yu, Zhonghao Xu, Yingjie Fu, Lin Yang, Domenico Campolo, Yanju Liu, Jinsong Leng, K. Jimmy Hsia, Huajian Gao

专题命中 生物医学文本 ：biomedical(abstract)

Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics

Kavin R, Pawan Goyal

机构 * Indian Institute of Technology Kharagpur（印度理工学院Khargapur） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments 5 pages, 1 figure Accepted at EMNLP 2025 Findings (Short)

Journal ref EMNLP 2025 Findings (Short)

OpenLens AI: Fully Autonomous Research Agent for Health Infomatics

Yuxiao Cheng, Jinli Suo

机构 * Department of Automation, Tsinghua University（自动化系，清华大学） ； Institute for Brain and Cognitive Science, Tsinghua University（脑与认知科学研究院，清华大学） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

HyKid: An Open MRI Dataset with Expert-Annotated Multi-Structure and Choroid Plexus in Pediatric Hydrocephalus

Yunzhi Xu, Yushuang Ding, Hu Sun, Hongxi Zhang, Li Zhao

机构 * College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China（浙江大学生物医学工程与仪器科学学院） ； Department of Radiology, Children’s Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China（浙江大学医学院儿童医院放射科） ； Neurosurgery of Zhejiang Hospital, Hangzhou, China（浙江医院神经外科） 纠错

专题命中 医学数据与评测 ：MRI(title)；radiology(abstract)；分类 cs.CV

Comments 10 pages, 7 figures

FedFiTS: Fitness-Selected, Slotted Client Scheduling for Trustworthy Federated Learning in Healthcare AI

Ferdinand Kahenga, Antoine Bagula, Sajal K. Das, Patrick Sello

机构 * Department of Computer Science University of the Western Cape（计算机科学系，西开普敦大学） ； Department of Computer Science Missouri University of Science and Technology（计算机科学系，密苏里科学与技术大学） 纠错

专题命中 医学数据与评测 ：healthcare AI(title)；分类 cs.LG

T-Detect: Tail-Aware Statistical Normalization for Robust Detection of Adversarial Machine-Generated Text

Alva West, Luodan Zhang, Liuliu Zhang, Minjun Zhu, Yixuan Weng, Yue Zhang

机构 * School of Engineering, Westlake University（西拉丘学院，西湖大学） 纠错

专题命中 医学数据与评测 ：CT(abstract)