医学 AI - arXivDaily 专题

1508.04734 2015-08-20 cs.LG 79%

Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals

M. Amarnath, S. Arunav, Hemantha Kumar, V. Sugumaran, G. S Raghvendra

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

Comments Accepted for publication

Journal ref JVET V4 n2 2016

1502.00062 2015-02-03 stat.ML cs.AI cs.LG 79%

A New Intelligence Based Approach for Computer-Aided Diagnosis of Dengue Fever

Vadrevu Sree Hari Rao, Mallenahalli Naresh Kumar

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

Comments 7 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:1501.07093

Journal ref Information Technology in Biomedicine, IEEE Transactions on , vol.16, no.1, pp.112,118, Jan. 2012

1501.00607 2015-01-06 cs.LG cs.CE 79%

Evaluation of Predictive Data Mining Algorithms in Erythemato-Squamous Disease Diagnosis

Kwetishe Danjuma, Adenike O. Osofisan

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

Comments 10 pages, 3 figures 2 tables

Journal ref IJCSI International Journal of Computer Science Issues, 11(6), 85-94 (2014)

1405.4308 2014-05-20 cs.CV 79%

Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis

Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu

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

1404.3026 2014-04-14 cs.SI cs.CL cs.LG 79%

On the Ground Validation of Online Diagnosis with Twitter and Medical Records

Todd Bodnar, Victoria C Barclay, Nilam Ram, Conrad S Tucker, Marcel Salathé

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

Comments Presented at of WWW2014. WWW'14 Companion, April 7-11, 2014, Seoul, Korea

1402.6133 2014-02-26 stat.ML cs.LG 79%

Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings

Siddhant Sahu, V. Sugumaran

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

Comments 14 pages, 1 table, 6 figures

Journal ref Intentional Journal of Research in Mechanical Engineering, Volume 1, Issue 1, July-September, 2013, pp. 55-63, IASTER

1312.0809 2013-12-04 cs.CY cs.CV 79%

Automatic White Blood Cell Measuring Aid for Medical Diagnosis

Pramit Ghosh, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu

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

Comments 6 pages, International Conference

Journal ref International Conference on Process Automation, Control and Computing- PACC 2011 ISBN: 978-1-61284-762-7

1305.6046 2013-05-28 cs.LG cs.CE 79%

Supervised Feature Selection for Diagnosis of Coronary Artery Disease Based on Genetic Algorithm

Sidahmed Mokeddem, Baghdad Atmani, Mostefa Mokaddem

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

Comments First International Conference on Computational Science and Engineering (CSE-2013), May 18 ~ 19, 2013, Dubai, UAE. Volume Editors: Sundarapandian Vaidyanathan, Dhinaharan Nagamalai

1210.8291 2012-11-01 cs.LG cs.AI 79%

Learning in the Model Space for Fault Diagnosis

Huanhuan Chen, Peter Tino, Xin Yao, Ali Rodan

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

1202.3701 2012-02-20 cs.LG cs.AI stat.ML 79%

Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks

Gowtham Bellala, Jason Stanley, Clayton Scott, Suresh K. Bhavnani

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

1002.2408 2010-02-26 cs.CV 79%

Automatic diagnosis of retinal diseases from color retinal images

D. Jayanthi, N. Devi, S. SwarnaParvathi

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

Comments IEEE format, International Journal of Computer Science and Information Security, IJCSIS January 2010, ISSN 1947 5500, http://sites.google.com/site/ijcsis/

Journal ref International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 234-238, January 2010, USA

0904.3808 2009-12-01 cs.AI cs.CV 79%

Automated Epilepsy Diagnosis Using Interictal Scalp EEG

Forrest Sheng Bao, Jue-Ming Gao, Jing Hu, Donald Y. -C. Lie, Yuanlin Zhang, K. J. Oommen

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

Comments 5 pages, 4 figures, 3 tables, based on our IEEE ICTAI'08 paper, submitted to IEEE EMBC'09

2608.09246 2026-08-11 cs.AI 新提交 79%

An Explainable GNN Framework for Component-Level Anomaly Diagnosis

用于组件级异常诊断的可解释GNN框架

Sena Ozgunay, Louise Travé-Massuyès, Jean-Michel Loubes, Raul Sena Ferreira

专题命中诊断辅助：diagnosis(title,abstract)

AI总结该研究提出一种可解释GNN框架，将异常诊断视角从传感器级转向组件级，通过识别传感器间相互作用改变来定位故障组件，实验验证了其有效性。

Journal ref The 37th International Conference on Principles of Diagnosis and Resilient Systems, Sep 2026, Cork (Irlande), Ireland

2601.16967 2026-07-16 cs.AI cs.IR 79%

Empowering Medical Equipment Sustainability in Low-Resource Settings: An AI-Powered Diagnostic and Support Platform for Biomedical Technicians

赋能低资源环境下的医疗设备可持续性：一个由AI驱动的诊断与支持平台，用于生物医学技术人员

Bernes Lorier Atabonfack, Ahmed Tahiru Issah, Mohammed Hardi Abdul Baaki, Clemence Ingabire, Tolulope Olusuyi, Maruf Adewole, Udunna C. Anazodo, Timothy X Brown

机构 * Carnegie Mellon University Africa（卡内基梅隆大学非洲分校）； Medical Artificial Intelligence Laboratory（医学人工智能实验室）； University of Pennsylvania（宾夕法尼亚大学）； McGill University（麦吉尔大学）

专题命中诊断辅助：biomedical(title,abstract)；medical image(journal_ref)

AI总结本研究提出一个AI驱动的平台，帮助生物医学技术人员实时诊断和修复医疗设备，通过集成大语言模型和用户友好的界面，提高低资源环境下的医疗设备可持续性。

Comments Accepted at the MIRASOL Workshop at MICCAI 2025. To appear in Lecture Notes in Computer Science (LNCS)

Journal ref In: Anazodo U. et al. (eds) Medical Image Computing in Resource Constrained Settings. MIRASOL 2025. LNCS, Springer, Cham, pp. 217-230

2506.21615 2025-12-09 cs.CL cs.AI cs.IR 79%

Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines

通过生成增强检索和临床实践指南提升医学诊断

Wenhao Li, Hongkuan Zhang, Hongwei Zhang, Zhengxu Li, Zengjie Dong, Yafan Chen, Niranjan Bidargaddi, Hong Liu

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(journal_ref)

AI总结本研究提出GARMLE-G框架，通过生成增强检索和临床指南整合，提升医学诊断的准确性和临床实用性。

Journal ref Journal of Biomedical and Health Informatics (JBHI) 2025

2412.04488 2024-12-09 cs.CY cs.AI 79%

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts

Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Fei Wang, Yan Zhuang, Zheng Zhang, Weiyin Gong, Shijin Wang, Lina Yang, Xingying Huo

专题命中诊断辅助：diagnosis(title,abstract)

Comments Cognitive Diagnosis

2409.10403 2024-09-17 cs.CL cs.AI 79%

A Knowledge-Enhanced Disease Diagnosis Method Based on Prompt Learning and BERT Integration

Zhang Zheng

专题命中诊断辅助：diagnosis(title,abstract)

Comments Knowledge Enhancement,Disease Diagnosis,Prompt Learning,BERT,Knowledge Graph

2401.00030 2024-01-02 physics.med-ph physics.bio-ph physics.optics 79%

Lipoarabinomannan-based Tuberculosis Diagnosis using a Fiber Cavity Ring Down Biosensor

Ubaid Ullah, Seerat Saleem, Muddassar Farooq, Basit Yameen, M. Imran Cheema

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(comments)

Comments This paper is submitted to Biomedical Optics Express on 28 Dec 2023

2311.13866 2023-11-27 cs.RO 79%

Data-Driven Robot Fault Detection and Diagnosis Using Generative Models: A Modified SFDD Algorithm

Alex Mitrevski, Paul G. Plöger

专题命中诊断辅助：diagnosis(title,abstract)

Comments Presented at the 30th International Workshop on Principles of Diagnosis (DX), 2019

1807.03083 2022-08-08 cs.AI 79%

Evaluating Active Learning Heuristics for Sequential Diagnosis

Patrick Rodler, Wolfgang Schmid

专题命中诊断辅助：diagnosis(title,abstract)

Comments This work was presented at the International Workshop on Principles of Diagnosis 2018 (DX-2018) and a version of this work was formally published as "Patrick Rodler, Wolfgang Schmid. On the impact and proper use of heuristics in test-driven ontology debugging. RuleML+RR, 2018."

2009.12190 2022-08-05 cs.AI 79%

Sound, Complete, Linear-Space, Best-First Diagnosis Search

Patrick Rodler

专题命中诊断辅助：diagnosis(title,abstract)

Comments See also the online proceedings of the International Workshop on Principles of Diagnosis 2020 (DX-2020): http://www.dx-2020.org/papers/DX-2020_paper_19.pdf

2009.12178 2022-08-05 cs.AI 79%

Do We Really Sample Right In Model-Based Diagnosis?

Patrick Rodler, Fatima Elichanova

专题命中诊断辅助：diagnosis(title,abstract)

Comments See also the online proceedings of the International Workshop on Principles of Diagnosis 2020 (DX-2020): http://www.dx-2020.org/papers/DX-2020_paper_13.pdf

2009.11142 2022-08-05 cs.AI 79%

The Scheduling Job-Set Optimization Problem: A Model-Based Diagnosis Approach

Patrick Rodler, Erich Teppan

专题命中诊断辅助：diagnosis(title,abstract)

Comments See also the online proceedings of the International Workshop on Principles of Diagnosis (DX-2020): http://www.dx-2020.org/papers/DX-2020_paper_18.pdf

2207.09312 2022-07-20 eess.IV cs.CV cs.LG 79%

Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography

Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

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

Comments Accepted to 39th International Conference on Machine Learning, Workshop on Healthcare AI and COVID-19

2204.13329 2022-04-29 cs.AI 79%

Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph

Niclas Heilig, Jan Kirchhoff, Florian Stumpe, Joan Plepi, Lucie Flek, Heiko Paulheim

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(comments)

Comments Accepted at the 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics

2108.10818 2021-08-25 cs.AI 79%

Identification of Pediatric Respiratory Diseases Using Fine-grained Diagnosis System

Gang Yu, Zhongzhi Yu, Yemin Shi, Yingshuo Wang, Xiaoqing Liu, Zheming Li, Yonggen Zhao, Fenglei Sun, Yizhou Yu, Qiang Shu

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(journal_ref)

Journal ref Journal of Biomedical Informatics, 2021, 117: 103754

2005.10548 2021-03-17 eess.AS cs.SD 79%

Coswara -- A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis

Neeraj Sharma, Prashant Krishnan, Rohit Kumar, Shreyas Ramoji, Srikanth Raj Chetupalli, Nirmala R., Prasanta Kumar Ghosh, Sriram Ganapathy

专题命中诊断辅助：diagnosis(title,abstract)

Comments A description of Coswara dataset to evaluate COVID-19 diagnosis using respiratory sounds

2102.12327 2021-02-25 cs.IR cs.AI 79%

An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment

Alexander Felfernig, Stefan Reiterer, Martin Stettinger, Michael Jeran

专题命中诊断辅助：diagnosis(title,abstract)

Comments A. Felfernig, S. Reiterer, M. Stettinger, and M. Jeran. An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment. In the 25th International Workshop on Principles of Diagnosis, Graz, Austria, 2014

2102.09880 2021-02-22 cs.AI cs.PF 79%

Anytime Diagnosis for Reconfiguration

Alexander Felfernig, Rouven Walter, Jose A. Galindo, David Benavides, Seda Polat-Erdeniz, Muesluem Atas, Stefan Reiterer

专题命中诊断辅助：diagnosis(title,abstract)

Comments Preprint, cite as: A. Felfernig. R. Walter, J. Galindo, D. Benavides, M. Atas, S. Polat-Erdeniz, and S. Reiterer. Anytime Diagnosis for Reconfiguration. Journal of Intelligent Information Systems, vol. 51, pp. 161-182, 2018

2102.09005 2021-02-19 cs.AI 79%

An Efficient Diagnosis Algorithm for Inconsistent Constraint Sets

Alexander Felfernig, Monika Schubert, Christoph Zehentner

专题命中诊断辅助：diagnosis(title,abstract)

Comments Preprint of: A. Felfernig, M. Schubert, and C. Zehentner. An Efficient Diagnosis Algorithm for Inconsistent Constraint Sets. Artificial Intelligence for Engineering Design, Analysis, and Manufacturing (AIEDAM), Cambridge University Press, vol. 26, no.1, pp. 53-62, 2012

1. 诊断辅助 8221 篇

Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals

A New Intelligence Based Approach for Computer-Aided Diagnosis of Dengue Fever

Evaluation of Predictive Data Mining Algorithms in Erythemato-Squamous Disease Diagnosis

Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis

On the Ground Validation of Online Diagnosis with Twitter and Medical Records

Bayesian Sample Size Determination of Vibration Signals in Machine Learning Approach to Fault Diagnosis of Roller Bearings

Automatic White Blood Cell Measuring Aid for Medical Diagnosis

Supervised Feature Selection for Diagnosis of Coronary Artery Disease Based on Genetic Algorithm

Learning in the Model Space for Fault Diagnosis

Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks

Automatic diagnosis of retinal diseases from color retinal images

Automated Epilepsy Diagnosis Using Interictal Scalp EEG

An Explainable GNN Framework for Component-Level Anomaly Diagnosis

Empowering Medical Equipment Sustainability in Low-Resource Settings: An AI-Powered Diagnostic and Support Platform for Biomedical Technicians

Refine Medical Diagnosis Using Generation Augmented Retrieval and Clinical Practice Guidelines

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts

A Knowledge-Enhanced Disease Diagnosis Method Based on Prompt Learning and BERT Integration

Lipoarabinomannan-based Tuberculosis Diagnosis using a Fiber Cavity Ring Down Biosensor

Data-Driven Robot Fault Detection and Diagnosis Using Generative Models: A Modified SFDD Algorithm

Evaluating Active Learning Heuristics for Sequential Diagnosis

Sound, Complete, Linear-Space, Best-First Diagnosis Search

Do We Really Sample Right In Model-Based Diagnosis?

The Scheduling Job-Set Optimization Problem: A Model-Based Diagnosis Approach

Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography

Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph

Identification of Pediatric Respiratory Diseases Using Fine-grained Diagnosis System

Coswara -- A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis

An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment

Anytime Diagnosis for Reconfiguration

An Efficient Diagnosis Algorithm for Inconsistent Constraint Sets