医学 AI

ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data

Mengxuan Li, Ke Liu, Jialong Guo, Jiajun Bu, Hongwei Wang, Haishuai Wang

机构 * Zhejiang Key Laboratory of Accessible Perception and Intelligent Systems, College of Computer Science, Zhejiang University（浙江可感知与智能系统重点实验室，计算机科学学院，浙江大学） ； The Zhejiang University-University of Illinois Urbana-Champaign Institute（浙江大学-伊利诺伊大学厄巴纳-香槟分校联合研究所） 纠错

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

Comments Accepted by IJCAI 2025

Interpretable Event Diagnosis in Water Distribution Networks

André Artelt, Stelios G. Vrachimis, Demetrios G. Eliades, Ulrike Kuhl, Barbara Hammer, Marios M. Polycarpou

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

Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis

June-Woo Kim, Sanghoon Lee, Miika Toikkanen, Daehwan Hwang, Kyunghoon Kim

机构 * Department of Psychiatry, Wonkwang University Hospital（精神医学科，Wonkwang大学医院） ； RSC LAB, MODULABS（RSC实验室，MODULABS） ； The State University of New York, Korea, Republic of Korea（纽约州立大学，韩国） ； Department of Pediatrics, Seoul National University Bundang Hospital（儿科，首尔国立大学医院 Bundang 分院） ； Department of Pediatrics, Seoul National University College of Medicine（儿科，首尔国立大学医学院） 纠错

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

Comments Accepted to EMBC 2025

ALFRED: Ask a Large-language model For Reliable ECG Diagnosis

Jin Yu, JaeHo Park, TaeJun Park, Gyurin Kim, JiHyun Lee, Min Sung Lee, Joon-myoung Kwon, Jeong Min Son, Yong-Yeon Jo

机构 * MedicalAI Co., Ltd.（MedicalAI公司） 纠错

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

Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction

Leisheng Yu, Yanxiao Cai, Minxing Zhang, Xia Hu

机构 * Rice University（里士大学） ； Duke University（杜克大学） 纠错

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

eNCApsulate: NCA for Precision Diagnosis on Capsule Endoscopes

Henry John Krumb, Anirban Mukhopadhyay

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

Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS

Chengkai Yang, Xingping Dong, Xiaofen Zong

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

MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis

Jiahao Lu, Chong Yin, Silvia Ingala, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner

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

Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis

Hiroshi Yokoyama, Ryusei Shingaki, Kaneharu Nishino, Shohei Shimizu, Thong Pham

机构 * Graduate School of Interdisciplinary Science and Engineering in Health Systems（交叉学科科学与工程健康系统研究生院） ； Toshiba Corporation（东芝公司） ； System AI Laboratory（系统人工智能实验室） ； Faculty of Data Science（数据科学学院） 纠错

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

Comments 10 pages with 4 figures and 2 tables

A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions

Wouter A. C. van Amsterdam

机构 * Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, The Netherlands, Department of Data Science and Biostatistics（朱利叶斯健康科学与初级保健中心，乌得勒支大学医学中心，乌得勒支大学，荷兰，数据科学与生物统计学系） 纠错

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

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models

K. Wong, B. Wu, S. Bulathwela, M. Cukurova

机构 * UCL Knowledge Lab, Institute of Education, University College London, UK（伦敦大学学院教育研究所知识实验室） ； AI Centre, Dept. of Computer Science, University College London, UK（伦敦大学学院人工智能中心） 纠错

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

Comments Accepted for 26th International Conference on Artificial Intelligence in Education (AIED 2025), 22 - 26 July 2025, Palermo, Italy. 17 pages, 1 figure

ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis

Yubao Zhao, Jiaju Kang, Tian Zhang, Puyu Han, Tong Chen

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

Comments Accepted by 2025 IEEE International Conference on Multimedia and Expo (ICME)

MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis

Mai A. Shaaban, Adnan Khan, Mohammad Yaqub

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

Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain

Wonjun Yi, Yong-Hwa Park

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

Over-the-Air Diagnosis of Defective Elements in Intelligent Reflecting Surface

Ziyi Zhao, Zhaorui Wang, Lin Zhou, Chunsong Sun, Shuowen Zhang, Naofal Al-Dhahir, Liang Liu

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

Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis

Moirangthem Tiken Singh

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

Multi-modal and Multi-view Fundus Image Fusion for Retinopathy Diagnosis via Multi-scale Cross-attention and Shifted Window Self-attention

Yonghao Huang, Leiting Chen, Chuan Zhou

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

Opening the black box of deep learning: Validating the statistical association between explainable artificial intelligence (XAI) and clinical domain knowledge in fundus image-based glaucoma diagnosis

Han Yuan, Lican Kang, Yong Li

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

SHapley Estimated Explanation (SHEP): A Fast Post-Hoc Attribution Method for Interpreting Intelligent Fault Diagnosis

Qian Chen, Xingjian Dong, Zhike Peng, Guang Meng

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

Comments 16 pages, 21 figures

Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection

Masahiro Matsumoto, Abu Saleh Musa Miah, Nobuyoshi Asai, Jungpil Shin

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

Journal ref IEEE Access, vol. 13, pp. 54090-54104, 2025

An End-to-End Comprehensive Gear Fault Diagnosis Method Based on Multi-Scale Feature-Level Fusion Strategy

Bowei Qiao, Hongwei Wang

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

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis

Kaiwen Zuo, Yirui Jiang, Fan Mo, Pietro Lio

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

Comments 10 pages,5 figures,published to AAAI-25 Bridge Program

DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis

Nusrat Munia, Abdullah-Al-Zubaer Imran

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

Comments Paper presented at ADSMI@MICCAI 2024

Feature selection strategies for optimized heart disease diagnosis using ML and DL models

Bilal Ahmad, Jinfu Chen, Haibao Chen

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

Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis

Arun K. Sharma, Nishchal K. Verma

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

Comments Submitted to IEEE Transactions on Sustainable Computing

A Diagnosis and Treatment of Liver Diseases: Integrating Batch Processing, Rule-Based Event Detection and Explainable Artificial Intelligence

Ritesh Chandra, Sadhana Tiwari, Satyam Rastogi, Sonali Agarwal

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

AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian Vollmer, Andreas Dengel

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

A Novel Double Pruning method for Imbalanced Data using Information Entropy and Roulette Wheel Selection for Breast Cancer Diagnosis

Soufiane Bacha, Huansheng Ning, Belarbi Mostefa, Doreen Sebastian Sarwatt, Sahraoui Dhelim

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

UBMF: Uncertainty-Aware Bayesian Meta-Learning Framework for Fault Diagnosis with Imbalanced Industrial Data

Zhixuan Lian, Shangyu Li, Qixuan Huang, Zijian Huang, Haifei Liu, Jianan Qiu, Puyu Yang, Laifa Tao

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

Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data

Dandan Zhao, Hongpeng Yin, Jintang Bian, Han Zhou

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