医学 AI

Magnetorotational instability in a solar near-surface mean-field dynamo

Axel Brandenburg, Gustav Larsson, Fabio Del Sordo, Petri J. Käpylä

专题命中 医学影像 ：MRI(abstract)

Comments 15 pages, 10 figures, 2 tables, published version

Journal ref Astrophys. J. 993, 22 (2025)

GateFuseNet: An Adaptive 3D Multimodal Neuroimaging Fusion Network for Parkinson's Disease Diagnosis

Rui Jin, Chen Chen, Yin Liu, Hongfu Sun, Min Zeng, Min Li, Yang Gao

专题命中 诊断辅助 ：diagnosis(title,abstract)；MRI(abstract)；pathology(abstract)；分类 cs.CV

Comments The first two authors contributed equally to this work. Correspondence to: Yang Gao, E-mail: yang.gao@csu.edu.cn

Audio Frequency-Time Dual Domain Evaluation on Depression Diagnosis

Yu Luo, Nan Huang, Sophie Yu, Hendry Xu, Jerry Wang, Colin Wang, Zhichao Liu, Chen Zeng

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV

TLCD: A Deep Transfer Learning Framework for Cross-Disciplinary Cognitive Diagnosis

Zhifeng Wang, Meixin Su, Yang Yang, Chunyan Zeng, Lizhi Ye

机构 * CCNU Wollongong Joint Institute（华中师范大学Wollongong联合学院） ； Central China Normal University（华中师范大学） ； Faculty of Artificial Intelligence in Education（教育人工智能学院） ； Hubei University of Technology（湖北工业大学） ； School of Electrical and Electronic Engineering（电气与电子工程学院） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments 10 pages, 8 figures

A Closed-Loop Personalized Learning Agent Integrating Neural Cognitive Diagnosis, Bounded-Ability Adaptive Testing, and LLM-Driven Feedback

Zhifeng Wang, Xinyue Zheng, Chunyan Zeng

机构 * Faculty of Artificial Intelligence in Education（人工智能教育学院） ； Central China Normal University（中国中部师范大学） ； School of Electrical and Electronic Engineering（电气与电子工程学院） ； Hubei University of Technology（湖北工业大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments 8 pages, 6 figures

Morphology-Aware KOA Classification: Integrating Graph Priors with Vision Models

Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Nour Aburaed, Aladine Chetouani, Ulas Bagci, Rachid Jennane

机构 * University of Orleans（奥尔良大学） ； University of Sorbonne Paris Nord（巴黎-萨特大学） ； Northwestern University（西北大学） ； University of Dubai（迪拜大学） 纠错

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

Comments Submitted to ICASSP 2026

Prognostic Model for Idiopathic Pulmonary Fibrosis Using Context-Aware Sequential-Parallel Hybrid Transformer and Enriched Clinical Information

Mahdie Dolatabadi, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.IV；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control 2026 Vol. 113 Pages 108958

Engram Memory Encoding and Retrieval: A Neurocomputational Perspective

Daniel Szelogowski

机构 * Department of Computer Science University of Wisconsin-Whitewater（计算机科学系 威斯康星大学-惠特ewater分校） 纠错

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

Comments 18 pages, 7 figures, 3 tables

Hybrid Deep Learning Framework for Enhanced Diabetic Retinopathy Detection: Integrating Traditional Features with AI-driven Insights

Arpan Maity, Aviroop Pal, MD. Samiul Islam, Tamal Ghosh

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

Comments 11 pages, 3 figures

Case Study of a 75-Year-Old Woman with Parkinson's Disease: Rehabilitation Trajectory with Logic Workout Training

Paul-Emmanuel Sornette, Didier Sornette

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 4 pages

Morphological and Kinematical Diagnostic of FU Orionis-type Outburst Mechanisms

Jinshi Sai, Eduard I. Vorobyov, Alexandr Skliarevskii, Michihiro Takami

专题命中 诊断辅助 ：MRI(abstract)

Comments Accepted by ApJ

DynaCausal: Dynamic Causality-Aware Root Cause Analysis for Distributed Microservices

Songhan Zhang, Aoyang Fang, Yifan Yang, Ruiyi Cheng, Xiaoying Tang, Pinjia He

专题命中 诊断辅助 ：diagnosis(abstract)

Automated HIV Screening on Dutch Electronic Health Records with Large Language Models

Lang Zhou, Amrish Jhingoer, Yinghao Luo, Klaske Vliegenthart--Jongbloed, Carlijn Jordans, Ben Werkhoven, Tom Seinen, Erik van Mulligen, Casper Rokx, Yunlei Li

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 28 pages, 6 figures

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

Hongyi Wang, Zhengjie Zhu, Jiabo Ma, Fang Wang, Yue Shi, Bo Luo, Jili Wang, Qiuyu Cai, Xiuming Zhang, Yen-Wei Chen, Lanfen Lin, Hao Chen

机构 * Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（香港科学与技术大学计算机科学与工程系） ； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology（华中科技大学同济医学院附属同济医院放射科） ； Department of Pathology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University（浙江大学医学院附属邵氏医院病理科） ； Department of Pathology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology（华中科技大学同济医学院附属武汉中心医院病理科） ； Department of Pathology, The First Affiliated Hospital, School of Medicine, Zhejiang University（浙江大学医学院附属第一医院病理科） ； Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology（香港科学与技术大学化学与生物工程系） ； Division of Life Science, The Hong Kong University of Science and Technology（香港科学与技术大学生命科学系） 纠错

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

Explainable Deep Learning in Medical Imaging: Brain Tumor and Pneumonia Detection

Sai Teja Erukude, Viswa Chaitanya Marella, Suhasnadh Reddy Veluru

机构 * Department of Computer Science（计算机科学系） ； College of Business Administration（商学院） 纠错

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Comments Published in IEEE

Bridging Accuracy and Interpretability: Deep Learning with XAI for Breast Cancer Detection

Bishal Chhetri, B. V. Rathish Kumar

机构 * Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur - 208016, Uttar Pradesh, India（数学与统计学系，印度理工学院坎浦尔学院，坎浦尔 - 208016，印度乌塔兰普尔州） 纠错

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

Comments 15 pages, 14 figures

3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks

Xiaotang Gai, Jiaxiang Liu, Yichen Li, Zijie Meng, Jian Wu, Zuozhu Liu

机构 * ZJU-Angelalign R&D Center for Intelligence Healthcare（浙江大学智能医疗研发中心） ； Zhejiang University（浙江大学） ； Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence（浙江省医学影像人工智能重点实验室） ； Guangdong Institute of Intelligence Science and Technology（广东省智能科学与技术研究院） 纠错

专题命中 医疗多模态 ：radiology(title,abstract)；medical AI(abstract)；CT(abstract)；diagnosis(abstract)

Comments Accepted by NeurIPS 2025

S-Chain: Structured Visual Chain-of-Thought For Medicine

Khai Le-Duc, Duy M. H. Nguyen, Phuong T. H. Trinh, Tien-Phat Nguyen, Nghiem T. Diep, An Ngo, Tung Vu, Trinh Vuong, Anh-Tien Nguyen, Mau Nguyen, Van Trung Hoang, Khai-Nguyen Nguyen, Hy Nguyen, Chris Ngo, Anji Liu, Nhat Ho, Anne-Christin Hauschild, Khanh Xuan Nguyen, Thanh Nguyen-Tang, Pengtao Xie, Daniel Sonntag, James Zou, Mathias Niepert, Anh Totti Nguyen

专题命中 医疗多模态 ：medical image(abstract)；分类 cs.CV、cs.LG

Comments First version

MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering

Hai-Dang Nguyen, Minh-Anh Dang, Minh-Tan Le, Minh-Tuan Le

机构 * Faculty Of Information Technology VNU University of Engineering（信息科技学院越南工程大学） ； IT-BT Convergence Technology Division Vietnam-Korea Institute of Science（IT-BT融合技术部门越南-韩国科学技术院） ； TADI Global Lab TADI Global Company Limited（TADI全球实验室TADI全球有限公司） ； Faculty of Finance Banking Academy of Vietnam（金融学院越南银行学院） 纠错

专题命中 医疗多模态 ：medical image(abstract)；分类 cs.CV

Comments 10 pages, 4 figures, IEEE conference format

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation

Shoubin Yu, Yue Zhang, Ziyang Wang, Jaehong Yoon, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

Comments EMNLP 2025 Findings; The first two authors contributed equally; Github link: https://github.com/Yui010206/MEXA

Agro-Consensus: Semantic Self-Consistency in Vision-Language Models for Crop Disease Management in Developing Countries

Mihir Gupta, Pratik Desai, Ross Greer

机构 * The Harker School（哈克尔学校） ； University of California, Merced（加州大学默塞德分校） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

Personal Care Utility (PCU): Building the Health Infrastructure for Everyday Insight and Guidance

Mahyar Abbasian, Ramesh Jain

机构 * University of California, Irvine（加州大学尔湾分校） 纠错

专题命中 医疗多模态 ：biomedical(abstract)

Comments 22 pages, 2 figures, 1 table, Journal paper

Unlocking Biomedical Insights: Hierarchical Attention Networks for High-Dimensional Data Interpretation

Rekha R Nair, Tina Babu, Alavikunhu Panthakkan, Hussain Al-Ahmad, Balamurugan Balusamy

机构 * Department of Computer Science and Engineering, Alliance University（计算机科学与工程系，联盟大学） ； College of Engineering and IT, University of Dubai（工程与信息技术学院，迪拜大学） ； Shiv Nadar University（施瓦纳达大学） 纠错

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

Rapid and Cost-Effective In situ Fabrication of Nanoporous Membranes in Microfluidic Devices for Biomedical and Environmental Applications

Arijit Mohanta, Zakia Farhat, Yeshudan Bora, Saurabh Dubey, Nafisa Arfa, Dipankar Bandyopadhyay

专题命中 生物医学文本 ：biomedical(title)

Journal ref Springer, Singapore 2025

Conditional Mean and Variance Estimation via \textit{k}-NN Algorithm with Automated Variance Selection

Marcos Matabuena, Juan C. Vidal, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela

机构 * Harvard T.H. Chan School of Public Health（哈佛大学T.H. Chan公共卫生学院） ； University of Santiago de Compostela（圣西蒙大学） ； University of California, Los Angeles（加州大学洛杉矶分校） 纠错

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

Functional Accelerated Failure Time Models for Predicting Time Since Cannabis Use

Weijia Qian, Erjia Cui, Ashley Brooks-Russell, Julia Wrobel

专题命中 生物医学文本 ：biomedical(abstract)

Comments 16 pages, 6 figures

Wearable Sensor-Based IoT XAI Framework for Predicting Freezing of Gait in Parkinsons Disease

Biplov Paneru

专题命中 健康监测 ：biomedical(abstract)；分类 cs.LG

MAGIC-Flow: Multiscale Adaptive Conditional Flows for Generation and Interpretable Classification

Luca Caldera, Giacomo Bottacini, Lara Cavinato

机构 * MOX, Department of Mathematics Politecnico di Milano（米兰理工大学数学系MOX部门） 纠错

专题命中 医学数据与评测 ：medical AI(abstract)；分类 cs.CV、cs.LG、eess.IV

Unbiased Scene Graph Generation from Biased Training

Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang

机构 * Nanyang Technological University（南洋理工大学） ； Damo Academy, Alibaba Group（阿里达摩院） ； Renmin University of China（中国人民大学） ； Tsinghua University（清华大学） 纠错

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

Comments This paper is accepted by CVPR 2020. The code is publicly available on GitHub: https://github.com/KaihuaTang/Scene-Graph-Benchmark.pytorch