医学 AI - arXivDaily 专题

2505.03781 2025-05-08 cs.LG 79%

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）

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

2502.10689 2025-05-02 cs.LG cs.AI 79%

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）

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

2504.21562 2025-05-01 cs.CV cs.AI 79%

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

2504.21064 2025-05-01 cs.LG cs.AI 79%

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

2504.19357 2025-04-29 cs.CV 79%

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

2411.06990 2025-04-29 stat.ML cs.LG 79%

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）

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

Comments 10 pages with 4 figures and 2 tables

2409.01444 2025-04-25 stat.ME cs.LG 79%

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）

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

2504.15093 2025-04-22 cs.CL cs.AI cs.LG 79%

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）

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

2408.08849 2025-04-17 eess.SP 79%

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)

2403.15585 2025-04-17 cs.CV cs.AI 79%

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

2503.13534 2025-04-16 cs.LG 79%

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

2408.00379 2025-04-16 eess.SP cs.IT math.IT 79%

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

2504.09427 2025-04-15 cs.LG cs.SY eess.SY 79%

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

2504.09106 2025-04-15 cs.CV 79%

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

2504.04549 2025-04-08 cs.CV 79%

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

2504.03773 2025-04-08 cs.LG cs.AI 79%

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

2501.02014 2025-04-07 cs.LG cs.AI 79%

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

2503.23887 2025-04-01 cs.LG 79%

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

2412.16833 2025-04-01 cs.AI cs.LG 79%

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

2503.17536 2025-03-25 cs.CV 79%

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

2503.16577 2025-03-24 cs.LG cs.AI 79%

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

2109.13479 2025-03-24 eess.SP cs.AI cs.SY eess.SY math.OC 79%

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

2311.07595 2025-03-21 cs.AI cs.LG 79%

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

2503.14209 2025-03-19 cs.CV 79%

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

2503.12239 2025-03-18 cs.LG cs.AI cs.IT math.IT 79%

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

2503.11774 2025-03-18 cs.LG stat.ML 79%

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

2503.08916 2025-03-13 cs.LG cs.AI 79%

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

2503.08749 2025-03-13 cs.LG cs.AI 79%

Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis

Wenyi Wu, Hao Zhang, Zhisen Wei, Xiao-Yuan Jing, Qinghua Zhang, Songsong Wu

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

Comments 15 pages, 12 figures and 7 tables

2502.14909 2025-03-07 cs.CV cs.AI 79%

Comparing Deep Neural Network for Multi-Label ECG Diagnosis From Scanned ECG

Cuong V. Nguyen, Hieu X. Nguyen, Dung D. Pham Minh, Cuong D. Do

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

2302.01241 2025-02-27 cs.AI cs.HC cs.LG 79%

Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis

Brian Y. Lim, Joseph P. Cahaly, Chester Y. F. Sng, Adam Chew

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

Comments CHI 2025

1. 诊断辅助 8215 篇

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

Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction

eNCApsulate: NCA for Precision Diagnosis on Capsule Endoscopes

Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS

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

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

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

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

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

MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis

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

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

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

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

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

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

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

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

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

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

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

Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis

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

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

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

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

Robust Unsupervised Fault Diagnosis For High-Dimensional Nonlinear Noisy Data

Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis

Comparing Deep Neural Network for Multi-Label ECG Diagnosis From Scanned ECG

Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis