医学 AI - arXivDaily 专题

2504.18802 2025-04-29 eess.IV cs.CV cs.LG 78%

Reservoir-enhanced Segment Anything Model for Subsurface Diagnosis

Xiren Zhou, Shikang Liu, Xinyu Yan, Yizhan Fan, Xiangyu Wang, Yu Kang, Jian Cheng, Huanhuan Chen

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

2401.10239 2025-04-28 eess.SY cs.SY math.DS 78%

Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systems

Brenner S. Rego, Davide M. Raimondo, Guilherme V. Raffo

专题命中诊断辅助：diagnosis(title,abstract)

Comments 15 pages, 6 figures. Revised manuscript v2 includes a new name for the set representation, revised article structure, a new numerical example, and several minor modifications. Theoretical results unchanged. Revised manuscript v3 includes several clarifications on the contributions of the paper. Revised manuscript v4 has a shorter title. arXiv admin note: text overlap with arXiv:2306.07369

2504.13475 2025-04-21 cs.CL 78%

LLM Sensitivity Evaluation Framework for Clinical Diagnosis

Chenwei Yan, Xiangling Fu, Yuxuan Xiong, Tianyi Wang, Siu Cheung Hui, Ji Wu, Xien Liu

机构 * School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机科学学院）； Key Laboratory of Trustworthy Distributed Computing and Service(BUPT), Ministry of Education（教育部可信分布式计算与服务重点实验室）； Nanyang Technological University（南洋理工大学）； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系）； College of AI, Tsinghua University（清华大学人工智能学院）

专题命中诊断辅助：diagnosis(title,abstract)

Journal ref Proceedings of the 31st International Conference on Computational Linguistics, 2025

2504.09421 2025-04-16 cs.CL cs.AI 78%

ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model

Wuyang Lan, Wenzheng Wang, Changwei Ji, Guoxing Yang, Yongbo Zhang, Xiaohong Liu, Song Wu, Guangyu Wang

专题命中诊断辅助：diagnosis(title,abstract)

Comments 8 pages, 6 figures

2504.06581 2025-04-10 cs.AI 78%

Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis

Umakanta Maharana, Sarthak Verma, Avarna Agarwal, Prakashini Mruthyunjaya, Dwarikanath Mahapatra, Sakir Ahmed, Murari Mandal

专题命中诊断辅助：diagnosis(title,abstract)

2504.06467 2025-04-10 eess.SY cs.MS cs.SY math.OC 78%

ZETA: a library for Zonotope-based EsTimation and fAult diagnosis of discrete-time systems

Brenner S. Rego, Joseph K. Scott, Davide M. Raimondo, Marco H. Terra, Guilherme V. Raffo

专题命中诊断辅助：diagnosis(title,abstract)

Comments 8 pages, 6 figures. Preprint submitted to the 64th IEEE Conference on Decision and Control

2412.04255 2025-04-04 eess.SY cs.SY 78%

Model-Agnostic Meta-Learning for Fault Diagnosis of Induction Motors in Data-Scarce Environments with Varying Operating Conditions and Electric Drive Noise

Ali Pourghoraba, MohammadSadegh KhajueeZadeh, Ali Amini, Abolfazl Vahedi, Gholam Reza Agah, Akbar Rahideh

专题命中诊断辅助：diagnosis(title,abstract)

2504.02245 2025-04-04 math.OC cs.NA math.NA 78%

Traffic Flow Data Completion and Anomaly Diagnosis via Sparse and Low-Rank Tensor Optimization

Junxi Man, Yumin Lin, Xiaoyu Li

专题命中诊断辅助：diagnosis(title,abstract)

2307.04910 2025-04-01 cs.CY 78%

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Troy Zada, Natalie Tam, Francois Barnard, Marlize Van Sittert, Venkat Bhat, Sirisha Rambhatla

专题命中诊断辅助：diagnosis(title,abstract)

Comments 11 pages, 3 figures, Journal of Medical Internet Research: Formative Research

Journal ref JMIR Form Res 2025;9:e66207

2501.16842 2025-03-25 cs.NI 78%

Adapting Network Information into Semantics for Generalizable and Plug-and-Play Multi-Scenario Network Diagnosis

Tiao Tan, Fengxiao Tang, Linfeng Luo, Xiaonan Wang, Zaijing Li, Ming Zhao

专题命中诊断辅助：diagnosis(title,abstract)

Comments 10 pages,10 figures

2503.16547 2025-03-24 cs.AI cs.MA 78%

Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis

Sihan Wang, Suiyang Jiang, Yibo Gao, Boming Wang, Shangqi Gao, Xiahai Zhuang

专题命中诊断辅助：diagnosis(title,abstract)

2407.19711 2025-03-24 cs.SE 78%

TVDiag: A Task-oriented and View-invariant Failure Diagnosis Framework with Multimodal Data

Shuaiyu Xie, Jian Wang, Hanbin He, Zhihao Wang, Yuqi Zhao, Neng Zhang, Bing Li

专题命中诊断辅助：diagnosis(title,abstract)

Comments 32 pages

2501.02766 2025-03-11 cs.SE cs.AI 78%

Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?

Fei Gao, Ruyue Xin, Xiaocui Li, Yaqiang Zhang

专题命中诊断辅助：diagnosis(title,abstract)

Comments 6 pages, 5 figures, submitted to conference

2503.05732 2025-03-11 eess.SY cs.SY 78%

Collaborative design of fault diagnosis and fault tolerance control under nested signal temporal logic specifications

Penghong Lu, Gang Chen, Rong Su

专题命中诊断辅助：diagnosis(title,abstract)

2503.00305 2025-03-04 eess.SY cs.SY 78%

Efficient Fault Diagnosis in Lithium-Ion Battery Packs: A Structural Approach with Moving Horizon Estimation

Amir Farakhor, Di Wu, Yebin Wang, Huazhen Fang

专题命中诊断辅助：diagnosis(title,abstract)

2502.18664 2025-02-27 cs.SE 78%

How Execution Features Relate to Failures: An Empirical Study and Diagnosis Approach

Marius Smytzek, Martin Eberlein, Lars Grunske, Andreas Zeller

专题命中诊断辅助：diagnosis(title,abstract)

Comments 25 pages

2502.18050 2025-02-26 cs.CL 78%

Uncertainty-aware abstention in medical diagnosis based on medical texts

Artem Vazhentsev, Ivan Sviridov, Alvard Barseghyan, Gleb Kuzmin, Alexander Panchenko, Aleksandr Nesterov, Artem Shelmanov, Maxim Panov

专题命中诊断辅助：diagnosis(title,abstract)

2502.15728 2025-02-25 cs.DC 78%

BSODiag: A Global Diagnosis Framework for Batch Servers Outage in Large-scale Cloud Infrastructure Systems

Tao Duan, Runqing Chen, Pinghui Wang, Junzhou Zhao, Jiongzhou Liu, Shujie Han, Yi Liu, Fan Xu

专题命中诊断辅助：diagnosis(title,abstract)

Comments 11 pages, 8 figures, 4 tables, Accepted by ICSE-SEIP2025

2502.15069 2025-02-24 cs.CL cs.AI 78%

Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease

Elliot Schumacher, Dhruv Naik, Anitha Kannan

专题命中诊断辅助：diagnosis(title,abstract)

2501.07653 2025-02-24 cs.AI cs.LO 78%

Large Language Models for Interpretable Mental Health Diagnosis

Brian Hyeongseok Kim, Chao Wang

专题命中诊断辅助：diagnosis(title,abstract)

Comments Accepted at AAAI 2025 Workshop on Large Language Models and Generative AI for Health (GenAI4Health)

2502.12349 2025-02-19 physics.med-ph 78%

Quantitative diagnosis of amyloid without Congo red staining using polarized light microscopy

Owen Lailey, Maria Agustina Alais, Liuhe Wang, Pinki Chahal, David G. Cory, Timothy Khoo, Ekaterina Olkhov-Mitsel, Dusan Sarenac, Dmitry A. Pushin, Jelena Mirkovic

专题命中诊断辅助：diagnosis(title,abstract)

2406.14326 2025-02-18 cs.CL 78%

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

专题命中诊断辅助：diagnosis(title,abstract)

2502.09804 2025-02-17 eess.IV cs.AI cs.CV cs.LG 78%

Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models

Alaa Awad, Salah A. Aly

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

Comments 12 pages, 28 figures, 5 tables

2502.07755 2025-02-12 cs.CL cs.AI 78%

An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating

Mohammad Ali Labbaf Khaniki, Sahabeh Saadati, Mohammad Manthouri

专题命中诊断辅助：diagnosis(title,abstract)

2502.06334 2025-02-11 stat.AP 78%

Gaussian Process-driven Hidden Markov Models for Early Diagnosis of Infant Gait Anomalies

Luis Torres-Torres F., Jonatan Arias-García, Hernán F. García, Andrés F. López-Lopera, Jesús F. Vargas-Bonilla

专题命中诊断辅助：diagnosis(title,abstract)

2502.05556 2025-02-11 cs.AI 78%

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

Zhiang Dong, Jingyuan Chen, Fei Wu

专题命中诊断辅助：diagnosis(title,abstract)

2410.06845 2025-02-06 cs.CL cs.AI cs.MA 78%

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji

专题命中诊断辅助：diagnosis(title,abstract)

Comments Technical Report; 26 pages

2501.15260 2025-01-28 cs.CL cs.CY 78%

Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue

Jieming Cao, Chen Huang, Yanan Zhang, Ruibo Deng, Jincheng Zhang, Wenqiang Lei

专题命中诊断辅助：diagnosis(title,abstract)

Comments Findings of NAACL 2025

2501.15028 2025-01-28 cs.HC 78%

Mining Evidence about Your Symptoms: Mitigating Availability Bias in Online Self-Diagnosis

Junti Zhang, Zicheng Zhu, Jingshu Li, Yi-Chieh Lee

专题命中诊断辅助：diagnosis(title,abstract)

2501.12562 2025-01-24 astro-ph.IM 78%

Enhancing Fault Diagnosis in GWAC: A Monitoring System for Telescope Arrays

Y. Xu, G. W. Li, J. Wang, L. P. Xin, H. B. Cai, X. H. Han, X. M. Lu, L. Huang, J. Y. Wei

专题命中诊断辅助：diagnosis(title,abstract)

1. 诊断辅助 8234 篇

Reservoir-enhanced Segment Anything Model for Subsurface Diagnosis

Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systems

LLM Sensitivity Evaluation Framework for Clinical Diagnosis

ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model

Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis

ZETA: a library for Zonotope-based EsTimation and fAult diagnosis of discrete-time systems

Model-Agnostic Meta-Learning for Fault Diagnosis of Induction Motors in Data-Scarce Environments with Varying Operating Conditions and Electric Drive Noise

Traffic Flow Data Completion and Anomaly Diagnosis via Sparse and Low-Rank Tensor Optimization

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Adapting Network Information into Semantics for Generalizable and Plug-and-Play Multi-Scenario Network Diagnosis

Empowering Medical Multi-Agents with Clinical Consultation Flow for Dynamic Diagnosis

TVDiag: A Task-oriented and View-invariant Failure Diagnosis Framework with Multimodal Data

Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?

Collaborative design of fault diagnosis and fault tolerance control under nested signal temporal logic specifications

Efficient Fault Diagnosis in Lithium-Ion Battery Packs: A Structural Approach with Moving Horizon Estimation

How Execution Features Relate to Failures: An Empirical Study and Diagnosis Approach

Uncertainty-aware abstention in medical diagnosis based on medical texts

BSODiag: A Global Diagnosis Framework for Batch Servers Outage in Large-scale Cloud Infrastructure Systems

Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease

Large Language Models for Interpretable Mental Health Diagnosis

Quantitative diagnosis of amyloid without Congo red staining using polarized light microscopy

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs

Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models

An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating

Gaussian Process-driven Hidden Markov Models for Early Diagnosis of Infant Gait Anomalies

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue

Mining Evidence about Your Symptoms: Mitigating Availability Bias in Online Self-Diagnosis

Enhancing Fault Diagnosis in GWAC: A Monitoring System for Telescope Arrays