医学 AI

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