医学 AI

GK-SMOTE: A Hyperparameter-free Noise-Resilient Gaussian KDE-Based Oversampling Approach

Mahabubur Rahman Miraj, Hongyu Huang, Ting Yang, Jinxue Zhao, Nankun Mu, Xinyu Lei

机构 * College of Computer Science, Chongqing University, Chongqing 400044, China（重庆大学计算机学院） ； Department of Computer Science, Michigan Technological University, Houghton, MI 49931, Michigan, United States（密歇根技术大学计算机系） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments 15 pages, 5 figures, 9th APWeb-WAIM joint International Conference on Web and Big Data (APWeb-WAIM 2025)

MIDOG 2025 Track 2: A Deep Learning Model for Classification of Atypical and Normal Mitotic Figures under Class and Hardness Imbalances

Sujatha Kotte, Vangala Govindakrishnan Saipradeep, Vidushi Walia, Dhandapani Nandagopal, Thomas Joseph, Naveen Sivadasan, Bhagat Singh Lali

机构 * TCS Research, Tata Consultancy Services (TCS) Ltd（Tata Consultancy Services（TCS）有限公司研究部） ； Department of Pathology, Tata Medical Center（病理学部） 纠错

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio、eess.IV

Comments MIDOG 2025 Track 2 submission

Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis

Wenhao Tang, Sheng Huang, Heng Fang, Fengtao Zhou, Bo Liu, Qingshan Liu

机构 * Hong Kong University of Science and Technology（香港科学与技术大学） ； Hefei University of Technology（合肥工业大学） ； Nanjing University of Posts and Telecommunications（南京邮电大学） 纠错

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

Comments 27 pages, 8 figures

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

How Easterners and Westerners perceive ADHD differently

Xing-Chan Lin

专题命中 病理影像 ：pathology(abstract)；分类 q-bio

Comments 7 pages, 1 figure

Agentic Temporal Graph of Reasoning with Multimodal Language Models: A Potential AI Aid to Healthcare

Susanta Mitra

专题命中 医疗多模态 ：diagnosis(abstract)

MMORE: Massive Multimodal Open RAG & Extraction

Alexandre Sallinen, Stefan Krsteski, Paul Teiletche, Marc-Antoine Allard, Baptiste Lecoeur, Michael Zhang, Fabrice Nemo, David Kalajdzic, Matthias Meyer, Mary-Anne Hartley

机构 * École Polytechnique Fédérale de Lausanne (EPFL), Switzerland（瑞士联邦理工学院洛桑校区） ； ETH Zürich, Switzerland（瑞士苏黎世联邦理工学院） ； T.H. Chan School of Public Health, Harvard University, USA（哈佛大学T.H. Chan公共卫生学院） 纠错

专题命中 医疗多模态 ：biomedical(abstract)

Comments This paper was originally submitted to the CODEML workshop for ICML 2025. 9 pages (including references and appendices)

Development of AI-integrated infrastructure with biomedical device and mobile app for neonatal vital monitoring during and in between kangaroo care sessions

Saptarshi Purkayastha, Hrishikesh Bhagwat, Keerthika Sunchu, Orlando Hoilett, Eddy Odari, Reuben Thuo, Martin Wafula, Celia Kariuki, Sherri Bucher

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

Comments Presented at EMBC 2025, July 14-17, 2025

RanAT4BIE: Random Adversarial Training for Biomedical Information Extraction

Jian Chen, Shengyi Lv, Leilei Su

机构 * Department of Data Science and Big Data Technology, Hainan University, Haikou 570228, China（数据科学与大数据技术学院，海南大学，海口570228，中国） ； Department of Mathematics, Hainan University, Haikou 570228, China（数学学院，海南大学，海口570228，中国） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

Comments Accepted for publication at the International Joint Conference on Neural Networks (IJCNN) 2025

Entropic active particle transport in pulsating 3D geometries

Rahul Sinha, Ankit Gupta, P. S. Burada

专题命中 生物医学文本 ：biomedical(abstract)

Optimized Designs for High-Efficiency Particle Sorting in Serpentine Microfluidic Channels

Sayan Karmakar, Anish Pal, Sourav Sarkar, Achintya Mukhopadhyay

专题命中 生物医学文本 ：biomedical(abstract)

Evaluating Large Language Models for Evidence-Based Clinical Question Answering

Can Wang, Yiqun Chen

专题命中 生物医学文本 ：biomedical(abstract)

Evolving transport properties of dynamic hydrogels enable self-tuning of short- and long-term cargo delivery

Samya Sen, Changxin Dong, Carolyn K. Jons, Wencke Reineking, Alakesh Alakesh, Noah Eckman, Ye Eun Song, Alexander N. Prossnitz, Eric A. Appel

专题命中 生物医学文本 ：biomedical(abstract)

Comments Manuscript: 24 pages, 5 figures; SI: 7 pages, 3 figures

Accurate and Private Diagnosis of Rare Genetic Syndromes from Facial Images with Federated Deep Learning

Ali Burak Ünal, Cem Ata Baykara, Peter Krawitz, Mete Akgün

机构 * Medical Data Privacy and Privacy Preserving Machine Learning (MDPPML)（医学数据隐私与隐私保护机器学习） ； University of Tübingen（图宾根大学） ； Institute for Bioinformatics and Medical Informatics (IBMI)（生物信息学与医学信息学研究所） ； Institute for Genomic Statistics and Bioinformatics（基因组统计与生物信息学研究所） ； University of Bonn（波恩大学） 纠错

专题命中 医学数据与评测 ：diagnosis(title)；分类 cs.CV、cs.LG

Smart Trial: Evaluating the Use of Large Language Models for Recruiting Clinical Trial Participants via Social Media

Xiaofan Zhou, Zisu Wang, Janice Krieger, Mohan Zalake, Lu Cheng

机构 * University of Illinois at Chicago（伊利诺伊大学香槟分校） ； Colorado State University（科罗拉多州立大学） 纠错

专题命中 医学数据与评测 ：CT(abstract)