医学 AI - arXivDaily 专题

2509.24364 2025-09-30 cs.SE 78%

United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning

Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, Gang Huang

专题命中诊断辅助：diagnosis(title,abstract)

Comments ASE 2025 (Research Track)

2509.20567 2025-09-26 cs.CL cs.AI cs.IR 78%

SwasthLLM: a Unified Cross-Lingual, Multi-Task, and Meta-Learning Zero-Shot Framework for Medical Diagnosis Using Contrastive Representations

Ayan Sar, Pranav Singh Puri, Sumit Aich, Tanupriya Choudhury, Abhijit Kumar

机构 * School of Computer Science University of Petroleum

专题命中诊断辅助：diagnosis(title,abstract)

Comments Submitted to International Conference on Big Data 2025

2509.16735 2025-09-23 cs.GR 78%

Brain Connectivity Network Structure Learning For Brain Disorder Diagnosis

Dongdong Chen, Linlin Yao, Mengjun Liu, Zhenrong Shen, Yuqi Hu, Zhiyun Song, Shengyu Lu, Qian Wang, Dinggang Shen, Lichi Zhang

专题命中诊断辅助：diagnosis(title,abstract)

2509.12231 2025-09-17 cs.DC 78%

Research on fault diagnosis and root cause analysis based on full stack observability

Jian Hou

专题命中诊断辅助：diagnosis(title,abstract)

2407.09337 2025-09-08 cs.SE cs.AI cs.LO 78%

CFaults: Model-Based Diagnosis for Fault Localization in C Programs with Multiple Test Cases

Pedro Orvalho, Mikoláš Janota, Vasco Manquinho

机构 * INESC-ID, IST, Universidade de Lisboa, Portugal（葡萄牙里斯本大学、IST、INESC-ID）

专题命中诊断辅助：diagnosis(title,abstract)

Comments Accepted at FM 2024. 15 pages, 2 figures, 3 tables and 5 listings

Journal ref In the 26th international symposium on Formal Methods, FM 2024

2509.03554 2025-09-05 cs.SE 78%

A Multi-stage Error Diagnosis for APB Transaction

Cheng-Yang Tsai, Tzu-Wei Huang, Jen-Wei Shih, I-Hsiang Wang, Yu-Cheng Lin, Rung-Bin Lin

专题命中诊断辅助：diagnosis(title,abstract)

2312.14858 2025-09-05 physics.flu-dyn 78%

Canonical correlation decomposition of numerical and experimental data for observable diagnosis

Benshuai Lyu

专题命中诊断辅助：diagnosis(title,abstract)

Comments Method extended, more examples included, typos corrected; 41 pages, 22 figures

2509.00659 2025-09-03 physics.plasm-ph 78%

Ultrashort Time-Integrated Diagnosis of Laser-Heated Deuterium Ions in Dense Plasma via Fusion Neutron Spectra

Jie Feng, Hao Xu, Mingxuan Wei, Mingyang Zhu, Xichen Hu, Bingzhan Shi, Fuyuan Wu, Weijun Zhou, Wenchao Yan, Guoqiang Zhang, Jinguang Wang, Yifei Li, Xin Lu, Liming Chen

专题命中诊断辅助：diagnosis(title,abstract)

2507.08529 2025-09-03 cs.AI cs.CL 78%

A Multi-granularity Concept Sparse Activation and Hierarchical Knowledge Graph Fusion Framework for Rare Disease Diagnosis

Mingda Zhang, Na Zhao, Jianglong Qin, Guoyu Ye, Ruixiang Tang

机构 * School of Software, Yunnan University（云南大学软件学院）； Yunnan Key Laboratory of Software Engineering（云南软件工程重点实验室）； Yunnan Provincial Hospital of Traditional Chinese Medicine（云南中医药省人民医院）

专题命中诊断辅助：diagnosis(title,abstract)

Comments 12 pages,3 figures

2508.13491 2025-08-26 cs.CE 78%

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou

专题命中诊断辅助：diagnosis(title,abstract)

2508.11398 2025-08-26 cs.HC cs.AI cs.IR 78%

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis

Mithat Can Ozgun, Jiahuan Pei, Koen Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学）； Wageningen University and Research（瓦赫宁根大学和研究中心）； Guangzhou University（广州大学）

专题命中诊断辅助：diagnosis(title,abstract)

Comments This paper has been accepted by CIKM 2025 as a full paper

2501.04976 2025-08-26 cs.SE 78%

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories

Henri Aïdasso, Francis Bordeleau, Ali Tizghadam

专题命中诊断辅助：diagnosis(title,abstract)

Comments This paper has been accepted at the 47th International Conference on Software Engineering: Software Engineering in Practice 2025

2403.09717 2025-08-21 cs.HC cs.AI cs.CL cs.CY 78%

Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking

Yiyang Gu, Yougen Zhou, Qin Chen, Ningning Zhou, Jie Zhou, Aimin Zhou, Liang He

机构 * School of Computer Science and Technology, East China Normal University（东华大学计算机科学与技术学院）； Shanghai Institute of Al for Education, East China Normal University（东华大学上海人工智能教育研究所）； School of Psychology and Cognitive Science, East China Normal University（东华大学心理学与认知科学学院）

专题命中诊断辅助：diagnosis(title,abstract)

Comments Accepted by NLPCC 2025

2501.14573 2025-08-18 eess.SY cs.SY 78%

A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction

Huang Zhang, Xixi Liu, Faisal Altaf, Torsten Wik

专题命中诊断辅助：diagnosis(title,abstract)

2508.10492 2025-08-15 cs.AI cs.CE cs.CL 78%

Reverse Physician-AI Relationship: Full-process Clinical Diagnosis Driven by a Large Language Model

Shicheng Xu, Xin Huang, Zihao Wei, Liang Pang, Huawei Shen, Xueqi Cheng

机构 * State Key Laboratory of AI Safety, Institute of Computing Technology, CAS（人工智能安全国家重点实验室，计算技术研究所，中国科学院）； University of Chinese Academy of Sciences（中国科学院大学）； Peking University Third Hospital（北京大学第三医院）

专题命中诊断辅助：diagnosis(title,abstract)

Comments 39 pages

2508.06186 2025-08-11 cs.CL 78%

DKG-LLM : A Framework for Medical Diagnosis and Personalized Treatment Recommendations via Dynamic Knowledge Graph and Large Language Model Integration

Ali Sarabadani, Maryam Abdollahi Shamami, Hamidreza Sadeghsalehi, Borhan Asadi, Saba Hesaraki

专题命中诊断辅助：diagnosis(title,abstract)

2504.20756 2025-08-08 cs.AI 78%

Graph-Based Fault Diagnosis for Rotating Machinery: Adaptive Segmentation and Structural Feature Integration

Moirangthem Tiken Singh

机构 * Department of Computer Science and Engineering, DUIET, Dibrugarh University（计算机科学与工程系，DUIET，迪布格尔大学）

专题命中诊断辅助：diagnosis(title,abstract)

Journal ref Results in Engineering, 106566 (2025)

2508.03406 2025-08-06 cs.AI 78%

Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models

Kai Li, Ruihao Zheng, Xinye Hao, Zhenkun Wang

专题命中诊断辅助：diagnosis(title,abstract)

2508.03396 2025-08-06 cs.AI 78%

Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis

Rui Zou, Mengqi Wei, Yutao Zhu, Jirong Wen, Xin Zhao, Jing Chen

专题命中诊断辅助：diagnosis(title,abstract)

2508.03038 2025-08-06 cs.AI 78%

Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree

Qi Peng, Jialin Cui, Jiayuan Xie, Yi Cai, Qing Li

机构 * South China University of Technology（华南理工大学）； Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education（大数据与智能机器人重点实验室（SCUT））； Hong Kong Polytechnic University（香港理工大学）

专题命中诊断辅助：diagnosis(title,abstract)

Comments Accepted by ACM MM 2025

2507.11998 2025-08-04 astro-ph.SR 78%

Microwave Imaging Spectroscopy Diagnosis of the Slow-rise Precursor of a Major Solar Eruption

Yuankun Kou, Xin Cheng, Sijie Yu, Yingjie Luo, Bin Chen, Mingde Ding

专题命中诊断辅助：diagnosis(title,abstract)

2507.19403 2025-07-28 cs.SE cs.AI cs.DC 78%

SDVDiag: A Modular Platform for the Diagnosis of Connected Vehicle Functions

Matthias Weiß, Falk Dettinger, Michael Weyrich

机构 * Institute of Industrial Automation and Software (IAS)（工业自动化与软件研究所）； University of Stuttgart（斯图加特大学）

专题命中诊断辅助：diagnosis(title,abstract)

Comments 7 pages, 5 figures

2507.16955 2025-07-24 eess.IV cs.CV cs.LG 78%

A Hybrid CNN-VSSM model for Multi-View, Multi-Task Mammography Analysis: Robust Diagnosis with Attention-Based Fusion

Yalda Zafari, Roaa Elalfy, Mohamed Mabrok, Somaya Al-Maadeed, Tamer Khattab, Essam A. Rashed

机构 * Department of Mathematics and Statistics, Qatar University（数学与统计学系，卡塔尔大学）； Department of Computer Science and Engineering, Qatar University（计算机科学与工程系，卡塔尔大学）； Department of Electrical Engineering, Qatar University（电气工程系，卡塔尔大学）； Graduate School of Information Science, University of Hyogo（信息科学研究生院，广岛大学）； Advanced Medical Engineering Research Institute, University of Hyogo（先进医疗工程研究所，广岛大学）

专题命中诊断辅助：diagnosis(title)；分类 cs.CV、cs.LG、eess.IV

2507.15140 2025-07-22 cs.AI 78%

Clinical Semantic Intelligence (CSI): Emulating the Cognitive Framework of the Expert Clinician for Comprehensive Oral Disease Diagnosis

Mohammad Mashayekhi, Sara Ahmadi Majd, Arian AmirAmjadi, Parsa Hosseini

机构 * Gilan University of Medical Sciences（加兹万大学医学科学学院）； University of Göttingen（哥廷根大学）； University of Tehran（德黑兰大学）； Hamadan University of Technology（哈马丹技术大学）； Islamic Azad University（伊斯兰 Azad 大学）

专题命中诊断辅助：diagnosis(title,abstract)

2506.23083 2025-07-22 cs.NI 78%

Model-Based Diagnosis: Automating End-to-End Diagnosis of Network Failures

Changrong Wu, Yiyao Yu, Myungjin Lee, Jayanth Srinivasa, Ennan Zhai, George Varghese, Yuval Tamir

专题命中诊断辅助：diagnosis(title,abstract)

Comments Fixed a typo (line break location) in Figure 2

2507.14584 2025-07-22 cs.CL cs.AI 78%

Explainable Collaborative Problem Solving Diagnosis with BERT using SHAP and its Implications for Teacher Adoption

Kester Wong, Sahan Bulathwela, Mutlu Cukurova

机构 * UCL Knowledge Lab, Institute of Education, University College London, UK（伦敦大学学院教育学院知识实验室）； UCL Centre for Artificial Intelligence, Department 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)

Comments Accepted to appear in the workshop proceedings for the HEXED'25 workshop in the 26th International Conference on Artificial Intelligence in Education 2025 (AIED 2025), 22 July 2025, Palermo, Italy. 6 pages, 2 figures

2507.14579 2025-07-22 cs.CL cs.AI 78%

Exploring Human-AI Complementarity in CPS Diagnosis Using Unimodal and Multimodal BERT Models

Kester Wong, Sahan Bulathwela, Mutlu 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）； UCL Centre for Artificial Intelligence, Department of Computer Science, University College London, UK（伦敦大学学院人工智能中心计算机科学系）

专题命中诊断辅助：diagnosis(title,abstract)

Comments Accepted to appear in the workshop proceedings for the HEXED'25 workshop in the 26th International Conference on Artificial Intelligence in Education 2025 (AIED 2025), 22 July 2025, Palermo, Italy. 5 pages

2411.07611 2025-07-15 cs.CL cs.AI 78%

Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models

Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Yida Xu, Yunya Song, Xian Yang

机构 * Hong Kong Baptist University（香港 Baptist 大学）； Shanxi University（山西大学）； Shanghai Institute for Advanced Study of Zhejiang University（浙江大学上海先进研究院）； Hong Kong University of Science and Technology（香港科技大学）； The University of Manchester（曼彻斯特大学）

专题命中诊断辅助：diagnosis(title,abstract)

Comments 13 pages. 7 figures

Journal ref This paper is accpeted by ACL2025(Main)

2507.07870 2025-07-11 cs.CL 78%

DocCHA: Towards LLM-Augmented Interactive Online diagnosis System

Xinyi Liu, Dachun Sun, Yi R. Fung, Dilek Hakkani-Tür, Tarek Abdelzaher

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； The Hong Kong University of Science and Technology（香港科学与技术大学）

专题命中诊断辅助：diagnosis(title,abstract)

2507.07846 2025-07-11 cs.RO 78%

ROS Help Desk: GenAI Powered, User-Centric Framework for ROS Error Diagnosis and Debugging

Kavindie Katuwandeniya, Samith Rajapaksha Jayasekara Widhanapathirana

机构 * CSIRO Robotics（澳大利亚CSIRO机器人研究所）

专题命中诊断辅助：diagnosis(title,abstract)

1. 诊断辅助 8227 篇

United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning

SwasthLLM: a Unified Cross-Lingual, Multi-Task, and Meta-Learning Zero-Shot Framework for Medical Diagnosis Using Contrastive Representations

Brain Connectivity Network Structure Learning For Brain Disorder Diagnosis

Research on fault diagnosis and root cause analysis based on full stack observability

CFaults: Model-Based Diagnosis for Fault Localization in C Programs with Multiple Test Cases

A Multi-stage Error Diagnosis for APB Transaction

Canonical correlation decomposition of numerical and experimental data for observable diagnosis

Ultrashort Time-Integrated Diagnosis of Laser-Heated Deuterium Ions in Dense Plasma via Fusion Neutron Spectra

A Multi-granularity Concept Sparse Activation and Hierarchical Knowledge Graph Fusion Framework for Rare Disease Diagnosis

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories

Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking

A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction

Reverse Physician-AI Relationship: Full-process Clinical Diagnosis Driven by a Large Language Model

DKG-LLM : A Framework for Medical Diagnosis and Personalized Treatment Recommendations via Dynamic Knowledge Graph and Large Language Model Integration

Graph-Based Fault Diagnosis for Rotating Machinery: Adaptive Segmentation and Structural Feature Integration

Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models

Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis

Tree-of-Reasoning: Towards Complex Medical Diagnosis via Multi-Agent Reasoning with Evidence Tree

Microwave Imaging Spectroscopy Diagnosis of the Slow-rise Precursor of a Major Solar Eruption

SDVDiag: A Modular Platform for the Diagnosis of Connected Vehicle Functions

A Hybrid CNN-VSSM model for Multi-View, Multi-Task Mammography Analysis: Robust Diagnosis with Attention-Based Fusion

Clinical Semantic Intelligence (CSI): Emulating the Cognitive Framework of the Expert Clinician for Comprehensive Oral Disease Diagnosis

Model-Based Diagnosis: Automating End-to-End Diagnosis of Network Failures

Explainable Collaborative Problem Solving Diagnosis with BERT using SHAP and its Implications for Teacher Adoption

Exploring Human-AI Complementarity in CPS Diagnosis Using Unimodal and Multimodal BERT Models

Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models

DocCHA: Towards LLM-Augmented Interactive Online diagnosis System

ROS Help Desk: GenAI Powered, User-Centric Framework for ROS Error Diagnosis and Debugging