医学 AI - arXivDaily 专题

1811.03066 2018-11-08 cs.CV cs.AI cs.LG 81%

Prototypical Clustering Networks for Dermatological Disease Diagnosis

Viraj Prabhu, Anitha Kannan, Murali Ravuri, Manish Chablani, David Sontag, Xavier Amatriain

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

1811.02661 2018-11-08 cs.CV cs.LG stat.ML 81%

MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis

Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar

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

Comments 18 pages, 7 figures

1802.06181 2018-10-18 cs.CV cs.LG 81%

Semi-supervised multi-task learning for lung cancer diagnosis

Naji Khosravan, Ulas Bagci

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

Comments Accepted for publication at IEEE EMBC (40th International Engineering in Medicine and Biology Conference)

1806.05233 2018-06-15 cs.CV eess.IV 81%

End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli

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

1805.00778 2018-05-10 eess.SP cs.LG cs.SD eess.AS 81%

Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition

Bo Zhang, Wei Li, Jie Hao, Xiao-Li Li, Meng Zhang

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

1805.00367 2018-05-02 eess.SP cs.LG 81%

A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring

Chong Zhang, Geok Soon Hong, Jun-Hong Zhou, Kay Chen Tan, Haizhou Li, Huan Xu, Jihoon Hong, Hian-Leng Chan

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

Comments 14 pages, 12 figures, 10 tables, submitted to IEEE Transactions on Cybernetics

2608.18188 2026-08-20 cs.LG cs.AI 新提交 80%

A systematic review of machine learning techniques to address diagnosis and treatment of autism: challenges and opportunities

解决自闭症诊断与治疗的机器学习技术系统综述：挑战与机遇

Rafael Muñoz-Terol, Jesús Peral, Sandra Amador, David Gil

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

AI总结本系统综述分析2017-2023年55项研究，探究ML在ASD诊断治疗的应用，指出监督学习为主、深度学习作用扩大，需整合多模态数据并加强跨学科合作。

Comments 17 pages, 8 figures

Journal ref A systematic review of machine learning techniques to address diagnosis and treatment of autism: challenges and opportunitie. Heliyon 12(1), e44359, 2026

2512.16235 2026-03-03 cs.CV cs.AI 80%

AI-Powered Dermatological Diagnosis: From Interpretable Models to Clinical Implementation A Comprehensive Framework for Accessible and Trustworthy Skin Disease Detection

AI赋能的皮肤病诊断：从可解释模型到临床实施一个全面的框架，用于可访问且可信的皮肤疾病检测

Satya Narayana Panda, Vaishnavi Kukkala, Spandana Iyer

机构 * Department of Business Analytics/Data Science Engineering University of New Haven（商业分析/数据科学工程系罗德岛大学）； Department of Healthcare University of New Haven（医疗健康系罗德岛大学）

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

AI总结本研究提出了一种结合家族史数据和临床影像的AI框架，旨在提升皮肤病诊断的准确性与临床应用的可行性。

Comments 9 pages, 5 figures, 1 table. Code available at https://github.com/colabre2020/Enhancing-Skin-Disease-Diagnosis

2510.15950 2025-10-21 cs.LG cs.AI 80%

Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics

Arianna Francesconi, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Valerio Guarrasi, Rosa Sicilia

机构 * Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy（人工智能与计算机系统单位，工程系，罗马生物医学大学）； Eustema S.p.A., Research and Development Centre, Naples, Italy（Eustema公司，研发中心，意大利那不勒斯）； Department of Radiation Sciences, Biomedical Engineering, Umeå University, Umeå, Sweden（辐射科学系，生物医学工程，乌梅大学）

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

Comments Proceedings of the Workshop on Artificial Intelligence for Biomedical Data (AIBio 2025), 28th European Conference on Artificial Intelligence 2025, Springer CCIS

2510.14332 2025-10-17 cs.CL cs.AI cs.LG eess.AS 80%

A Robust Classification Method using Hybrid Word Embedding for Early Diagnosis of Alzheimer's Disease

Yangyang Li

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

Comments Peer-reviewed and published in Proceedings of the 2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2020). 7 pages, 5 figures

Journal ref Y. Li. Early Diagnosis of Alzheimer's Disease Using Hybrid Word Embedding and Linguistic Characteristics. Proc. In 2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2020). ACM. Article 65. pp 1-7

2505.21046 2025-09-05 cs.LG cs.AI cs.RO cs.SY eess.SY 80%

A domain adaptation neural network for digital twin-supported fault diagnosis

Zhenling Chen, Haiwei Fu, Zhiguo Zeng

机构 * Resilience of Complex Systems, Laboratoie Genie Industriel, CentraleSup\' e lec, Universit\' e Paris-Saclay, 91190, Gif-sur-Yvette, France

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

Comments Preprint accepted by ICCAD 2025 at Barcelona

Journal ref 2025 International Conference on Control, Automation and Diagnosis (ICCAD)

2504.02602 2025-08-12 cs.CV 80%

Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset

Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani, Mubarak Shah

机构 * Intelligent Machine Lab, Information Technology University（智能机器实验室，信息科技大学）； Department of Hematology, Chughtai Lab（血液科，Chughtai实验室）； Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，佛罗里达大学）

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

Comments Accepted for Publication in Medical Image Analysis Journal

2507.20364 2025-07-29 cs.LG 80%

Sequence-Aware Inline Measurement Attribution for Good-Bad Wafer Diagnosis

Kohei Miyaguchi, Masao Joko, Rebekah Sheraw, Tsuyoshi Idé

机构 * IBM Research -- Tokyo（IBM东京研究实验室）； IBM Semiconductors（IBM半导体公司）

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

Comments Published as K. Miyaguchi, M. Joko, R. Sheraw and T. Idé, "Sequence-Aware Inline Measurement Attribution for Good-Bad Wafer Diagnosis : DM: Big Data Management and Machine Learning," 2025 36th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC), Albany, NY, USA, 2025, pp. 1-6, doi: 10.1109/ASMC64512.2025.11010308

2504.11513 2025-04-18 cs.LG 80%

Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor

Wonjun Yi, Yong-Hwa Park

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

Comments Extended version of "Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain" Will not be published in any conferences or journels

2504.01838 2025-04-03 cs.CV 80%

Prompting Medical Vision-Language Models to Mitigate Diagnosis Bias by Generating Realistic Dermoscopic Images

Nusrat Munia, Abdullah-Al-Zubaer Imran

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

Comments Paper accepted at International Symposium on Biomedical Imaging (ISBI 2025)

2408.02001 2024-08-06 cs.CV 80%

AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis

Townim F. Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Minh-Son To, Yutong Xie, Anton van den Hengel, Johan W. Verjans, Zhibin Liao

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

Comments Accepted at MICCAI 2024, the 27th International Conference on Medical Image Computing and Computer Assisted Intervention

2405.14399 2024-05-24 cs.LG cs.CY 80%

Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks

Shangshang Yang, Linrui Qin, Xiaoshan Yu

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

Comments Leverage Kolmogorov-Arnold Networks (KANs) for cognitive diagnosis, enhancing the model interpretability. The diagnosis performance is also improved

2208.06051 2022-08-15 eess.SP 80%

A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay

Sulaiman Aburakhia, Ryan Myers, Abdallah Shami

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

Comments Code is available at: https://github.com/Western-OC2-Lab/Vibration-Based-Fault-Diagnosis-with-Low-Delay . in IEEE Transactions on Instrumentation and Measurement, 2022

2203.11610 2022-07-05 cs.LG 80%

Diagnosis of Schizophrenia: A comprehensive evaluation

M. Tanveer, Jatin Jangir, M. A. Ganaie, Iman Beheshti, M. Tabish, Nikunj Chhabra

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

Journal ref IEEE Journal of Biomedical Health and Informatics, 2022

2207.00251 2022-07-04 cs.CV 80%

Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance

Chengwei Pan, Gangming Zhao, Junjie Fang, Baolian Qi, Jiaheng Liu, Chaowei Fang, Dingwen Zhang, Jinpeng Li, Yizhou Yu

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

Comments Provisionally Accepted for Medical Image Computing and Computer Assisted Interventions 2022 (MICCAI 2022). arXiv admin note: text overlap with arXiv:2010.04483

2204.00082 2022-04-04 physics.med-ph eess.IV 80%

Quantitative analysis of diaphragm motion during fluoroscopic sniff test to assist in diagnosis of hemidiaphragm paralysis

Jacky Chow, Muhammed Hatem

专题命中诊断辅助：diagnosis(title,abstract)；分类 eess.IV；radiology(journal_ref)

Journal ref Radiology Case Reports, Volume 17, Issue 5, 2022, Pages 1750-1754, ISSN 1930-0433

2007.00898 2021-03-03 eess.SP physics.data-an 80%

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

Akira Furui, Ryota Onishi, Akihito Takeuchi, Tomoyuki Akiyama, Toshio Tsuji

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

Journal ref IEEE Transactions on Biomedical Engineering, vol. 68, no. 2, pp. 515-525, 2021

2002.08013 2020-09-15 eess.SP 80%

CNN-based approach for glaucoma diagnosis using transfer learning and LBP-based data augmentation

Shishir Maheshwari, Vivek Kanhangad, Ram Bilas Pachori

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

Comments 7 pages, 3 figures, 4 tables

Journal ref Drafted at Elsevier Biomedical Signal Processing and Control, 2020

1904.10626 2020-06-23 cs.CV 80%

Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms

Hao Sun, Xianxu Zeng, Tao Xu, Gang Peng, Yutao Ma

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

Comments 22 pages, 8 figures, and 4 tables

Journal ref IEEE Journal of Biomedical and Health Informatics, 2020, 26(6): 1664-1676

1809.10196 2020-04-28 cs.CV 80%

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou

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

Comments 9 pages, 5 figures, and 2 tables

Journal ref IEEE Transactions on Biomedical Engineering, 2019, 66(9): 2447-2456

1806.01512 2018-06-06 eess.SP 80%

Bearing fault diagnosis based on domain adaptation using transferable features under different working conditions

Zhe Tong, Wei Li, Bo Zhang, Meng Zhang

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

Comments Fault diagnosis; Vibration signal; Domain adaptation; Transferable features

2608.20380 2026-08-24 q-bio.NC cs.LG 新提交 80%

Interpretable Information-Decomposed Brain Graph Learning for fMRI-based Disease Diagnosis

基于fMRI的疾病诊断的可解释性信息分解脑图学习

Dengyi Zhao, Zhiheng Zhou, Zihan Wang, Guiying Yan, Xingqin Qi

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

AI总结该研究针对fMRI疾病诊断中传统方法的不足，提出可解释图学习框架IID-GCN，分解rs-fMRI交互为三类信息图，整合后在三个数据集上捕捉到更优诊断信息，揭示脑疾病对功能信息组织的重塑作用。

Comments 10 pages, 7 figures

2602.17557 2026-02-25 q-bio.NC cs.AI cs.CV 80%

Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis

基于皮层相似性网络的概率不变随机游走学习用于阿尔茨海默病和路易体痴呆诊断

Minheng Chen, Tong Chen, Chao Cao, Jing Zhang, Tianming Liu, Li Su, Dajiang Zhu

机构 * Department of Computer Science and Engineering, University of Texas at Arlington, United States（德克萨斯理工大学计算机科学与工程系）； School of Computing, University of Georgia, United States（佐治亚大学计算机学院）； Department of Psychiatry, University of Cambridge, United Kingdom（剑桥大学精神病学系）； Sheffield Institute for Translational Neuroscience, University of Sheffield, United Kingdom（谢菲尔德大学转化神经科学研究所）

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

AI总结本文提出基于皮层相似性网络的概率不变随机游走学习方法，用于AD和LBD的诊断，通过保留排列不变性提升模型鲁棒性。

2406.18240 2025-10-06 q-bio.QM cs.CV cs.IR stat.ME 80%

Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools

Francisca Silva-Clavería, Carmen Serrano, Iván Matas, Amalia Serrano, Tomás Toledo-Pastrana, Begoña Acha

机构 * Hospital Universitario Virgen Macarena Seville, Spain（塞维利亚大学医院维珍玛卡伦娜医院）； Dpt. Teoría de la Señal y Comunicaciones Escuela Técnica Superior de Ingeniería Universidad de Sevilla, Seville, Spain（塞维利亚大学电信与通信系）； Hospitales Quironsalud Infanta Luisa y Sagrado Corazón Seville, Spain（quironsalud医院）

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

Comments Manuscript word count: 3000, Number of figures: 2, Number of tables: 3

2407.02737 2025-09-29 q-bio.QM cs.LG 80%

Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis

Ljubomir Buturovic, Michael Mayhew, Roland Luethy, Kirindi Choi, Uros Midic, Nandita Damaraju, Yehudit Hasin-Brumshtein, Amitesh Pratap, Rhys M. Adams, Joao Fonseca, Ambika Srinath, Paul Fleming, Claudia Pereira, Oliver Liesenfeld, Purvesh Khatri, Timothy Sweeney

机构 * Inflammatix Inc.（Inflammatix公司）

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

Comments 16 pages, 6 figures

Journal ref Proceedings of Machine Learning Research, Vol. 259: Proceedings of the 4th Machine Learning for Health Symposium (ML4H), 2025, pp. 154-170

1. 诊断辅助 8234 篇

Prototypical Clustering Networks for Dermatological Disease Diagnosis

MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis

Semi-supervised multi-task learning for lung cancer diagnosis

End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition

A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring

A systematic review of machine learning techniques to address diagnosis and treatment of autism: challenges and opportunities

AI-Powered Dermatological Diagnosis: From Interpretable Models to Clinical Implementation A Comprehensive Framework for Accessible and Trustworthy Skin Disease Detection

Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics

A Robust Classification Method using Hybrid Word Embedding for Early Diagnosis of Alzheimer's Disease

A domain adaptation neural network for digital twin-supported fault diagnosis

Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset

Sequence-Aware Inline Measurement Attribution for Good-Bad Wafer Diagnosis

Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor

Prompting Medical Vision-Language Models to Mitigate Diagnosis Bias by Generating Realistic Dermoscopic Images

AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis

Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks

A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay

Diagnosis of Schizophrenia: A comprehensive evaluation

Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance

Quantitative analysis of diaphragm motion during fluoroscopic sniff test to assist in diagnosis of hemidiaphragm paralysis

Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures

CNN-based approach for glaucoma diagnosis using transfer learning and LBP-based data augmentation

Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Bearing fault diagnosis based on domain adaptation using transferable features under different working conditions

Interpretable Information-Decomposed Brain Graph Learning for fMRI-based Disease Diagnosis

Probability-Invariant Random Walk Learning on Gyral Folding-Based Cortical Similarity Networks for Alzheimer's and Lewy Body Dementia Diagnosis

Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools

Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis