arXivDaily arXiv每日学术速递 周一至周五更新

科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

共收录 8250 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 诊断辅助 8250 篇

2509.14830 2025-10-10 cs.CV cs.AI cs.LG 66%

ProtoMedX: Towards Explainable Multi-Modal Prototype Learning for Bone Health Classification

Alvaro Lopez Pellicer, Andre Mariucci, Plamen Angelov, Marwan Bukhari, Jemma G. Kerns

机构 * School of Computing and Communications(计算与通讯学院) Lancaster Medical School(兰卡斯特医学学院)

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

Comments ICCV 2025 (PHAROS-AFE-AIMI: Adaptation, Fairness, and Explainability in Medical Imaging). 8 pages, 5 figures, 4 tables. Keywords: multi-modal, multimodal, prototype learning, explainable AI, interpretable models, case-based reasoning, medical imaging, DEXA, bone health, osteoporosis, osteopenia, diagnosis, classification, clustering

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2503.05990 2025-08-18 eess.IV cs.CV 66%

HealthiVert-GAN: A Novel Framework of Pseudo-Healthy Vertebral Image Synthesis for Interpretable Compression Fracture Grading

Qi Zhang, Cheng Chuang, Shunan Zhang, Ziqi Zhao, Kun Wang, Jun Xu, Jianqi Sun

机构 * School of Biomedical Engineering, Shanghai Jiao Tong University(上海交通大学生物医学工程学院) National Engineering Research Center of Advanced Magnetic Resonance Technologies for Diagnosis and Therapy (NERC-AMRT)(先进磁共振诊断与治疗技术国家工程研究中心) Med-X Research Institute, Shanghai Jiao Tong University(医-X研究院) Kashi Prefecture Second People’s Hospital(喀什县第二人民医院) Renji Hospital, Shanghai, China(仁济医院) Shanghai Sixth People’s Hospital, Shanghai, China(上海第六人民医院)

专题命中 诊断辅助 :CT(abstract);分类 cs.CV、eess.IV;biomedical(journal_ref)

Journal ref IEEE Journal of Biomedical and Health Informatics, 2025

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2504.14796 2025-04-22 cs.LG eess.IV 66%

Edge-boosted graph learning for functional brain connectivity analysis

David Yang, Mostafa Abdelmegeed, John Modl, Minjeong Kim

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.LG、eess.IV;biomedical(comments)

Comments Accepted at IEEE International Symposium on Biomedical Imaging (ISBI) 2025, 4 pages

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2404.05584 2024-08-01 cs.CV eess.IV 66%

Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images

Michael Deutges, Ario Sadafi, Nassir Navab, Carsten Marr

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、eess.IV;medical image(comments)

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

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1902.11122 2024-04-05 cs.CV cs.AI cs.LG 66%

Deep Learning in Cardiology

Paschalis Bizopoulos, Dimitrios Koutsouris

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;biomedical(journal_ref)

Comments 27 pages, 2 figures, 10 tables

Journal ref IEEE Reviews in Biomedical Engineering 12 (2019): 168-193

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2312.09417 2024-03-08 eess.SP cs.LG 66%

DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature Reuse

Yan Pei, Jiahui Xu, Qianhao Chen, Chenhao Wang, Feng Yu, Lisan Zhang, Wei Luo

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.LG、eess.SP;biomedical(journal_ref)

Comments 18 pages, 10 figures

Journal ref IEEE Journal of Biomedical and Health Informatics. 2024: 1-12

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2309.02670 2023-09-07 eess.IV cs.CV 66%

Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening

Jiangdong Cai, Honglin Xiong, Maosong Cao, Luyan Liu, Lichi Zhang, Qian Wang

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、eess.IV;medical image(journal_ref)

Comments Accepted in the main conference MICCAI 2023

Journal ref 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)

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2308.08853 2023-08-21 cs.CV cs.LG 66%

Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays

Feng Hong, Tianjie Dai, Jiangchao Yao, Ya Zhang, Yanfeng Wang

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

Comments Accepted for the ICCV 2023 Workshop on Computer Vision for Automated Medical Diagnosis (CVAMD)

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2308.06332 2023-08-15 eess.IV cs.CV 66%

Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology

Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、eess.IV;medical image(comments)

Comments Accepted in 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023

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2202.12634 2022-08-24 cs.CV cs.LG 66%

Deep Dirichlet uncertainty for unsupervised out-of-distribution detection of eye fundus photographs in glaucoma screening

Teresa Araújo, Guilherme Aresta, Hrvoje Bogunovic

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;biomedical(journal_ref)

Comments Submitted to ISBI 2022

Journal ref 2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 2022, pp. 1-5

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2207.00501 2022-07-04 cs.CV eess.IV 66%

Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification

Raheleh Salehi, Ario Sadafi, Armin Gruber, Peter Lienemann, Nassir Navab, Shadi Albarqouni, Carsten Marr

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、eess.IV;medical image(comments)

Comments Accepted for publication at the 25th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2022

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2203.10690 2022-03-22 cs.CV cs.LG 66%

CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification

Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;biomedical(comments)

Comments 12 pages, Published in IEEE Journal of Biomedical and Health Informatics

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2109.04364 2021-12-08 eess.SP cs.LG 66%

Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies

Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, J. Manuel Gorriz

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.LG、eess.SP;biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control, Volume 73, 2022, 103417

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2012.10034 2021-11-09 eess.SP cs.AI cs.LG 66%

Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree

Hezam Albaqami, Ghulam Mubashar Hassan, Abdulhamit Subasi, Amitava Datta

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.LG、eess.SP;biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control, Volume 70, September 2021, 102957

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2106.04966 2021-06-10 cs.CV cs.LG 66%

Towards Explainable Abnormal Infant Movements Identification: A Body-part Based Prediction and Visualisation Framework

Kevin D. McCay, Edmond S. L. Ho, Dimitrios Sakkos, Wai Lok Woo, Claire Marcroft, Patricia Dulson, Nicholas D. Embleton

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;biomedical(comments)

Comments Proceedings of the 2021 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), accepted, 2021

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2010.00820 2020-10-05 cs.CV cs.LG 66%

Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks

Benjamin Gutierrez Becker, Ignacio Sarasua, Christian Wachinger

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;medical image(comments)

Comments Accepted for publication in the Medical Image Analysis journal

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2005.13079 2020-05-28 eess.IV eess.SP 66%

Extração e Classificação de Características Radiômicas em Gliomas de Baixo Grau para Análise da Codeleção 1p/19q

Tony Alexandre Medeiros Silva, Guilherme Sousa Cassia, João Luiz Azevedo Carvalho

专题命中 诊断辅助 :diagnosis(abstract);分类 eess.IV、eess.SP;biomedical(comments)

Comments in Portuguese, Submitted to the XXVII Brazilian Congress of Biomedical Engineering

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1807.03173 2018-07-10 cs.CV cs.LG stat.ML 66%

Graph of brain structures grading for early detection of Alzheimer's disease

Kilian Hett, Vinh-Thong Ta, Jose Vicente Manjon, Pierrick Coupé

专题命中 诊断辅助 :diagnosis(abstract);分类 cs.CV、cs.LG;medical image(journal_ref)

Journal ref Medical Image Computing and Computer-Assisted Intervention, Sep 2018, GRANADA, Spain

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2306.15599 2026-08-11 eess.IV cs.CV q-bio.NC 65%

Coupling a Recurrent Neural Network to SPAD TCSPC Systems for Real-time Fluorescence Lifetime Imaging

Yang Lin, Paul Mos, Andrei Ardelean, Claudio Bruschini, Edoardo Charbon

专题命中 诊断辅助 :biomedical(abstract);分类 cs.CV、q-bio、eess.IV

Journal ref Sci Rep 14, 3286 (2024)

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2608.00835 2026-08-04 cs.LG cs.AI cs.CV physics.data-an q-bio.NC 新提交 65%

Deep Learning CNN and Recurrence Analysis for Alpha Gamma EEG Biomarkers in Fragile X Syndrome

用于脆性X综合征α和γ脑电学生物标志物的深度学习CNN与递归分析

Zag ElSayed, Payton Siekierski, Jack Yanchen Liu, Ernest Pedapati

机构 * School of Information Technology (SoIT), University of Cincinnati(辛辛那提大学信息技术学院) Division of Child and Adolescent Psychiatry Cincinnati Children’s Hospital Medical Center(辛辛那提儿童医院医学中心儿童与青少年精神病学科)

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

AI总结 本研究提出整合CNN、LSTM与RP分析的多表征深度学习框架,通过分析FXS患者α、γ频段EEG信号,实现优于单模态基线的自动表型表征,为FXS生物标志物开发提供了可扩展方法。

Comments 14 pages, 4 figures, conference

Journal ref Springer ISBCom 2026

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2606.31293 2026-07-01 cs.CV 新提交 65%

Deep Spectral Models for Robust Dental Shape Generation

用于鲁棒牙齿形状生成的深度谱模型

Tibor Kubík, François Guibault, Michal Španěl, Hervé Lombaert

机构 * Polytechnique Montréal(蒙特利尔理工学院) Brno University of Technology(布尔诺理工大学)

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

AI总结 提出 ToothForge 框架,利用谱域同步嵌入学习紧凑的牙齿冠部几何生成模型,在有限数据集上实现与空间方法相当的性能,并保持紧凑性和几何可解释性。

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2026:016

Journal ref Machine.Learning.for.Biomedical.Imaging. 2026 (2026)

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2310.07464 2026-04-21 eess.IV cs.LG q-bio.QM 65%

Multi-Beholder: Biomarker Prediction for Low-Grade Glioma with Multiple Instance Learning and One-Class Classification

多视角:利用多实例学习和一类分类进行低级别胶质瘤的生物标志物预测

Zijie Fang, Yihan Liu, Yifeng Wang, Xiangyang Zhang, Yang Chen, Changjing Cai, Yiyang Lin, Ying Han, Zhi Wang, Shan Zeng, Jun Tan, Yongbing Zhang, Hong Shen

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University(清华大学深圳国际研究生院,清华大学) Department of Oncology, Xiangya Hospital, Central South University(湘雅医院肿瘤科,中南大学) School of Science, Harbin Institute of Technology (Shenzhen)(哈尔滨工业大学(深圳)科学学院) Department of Neurosurgery, Xiangya Hospital, Central South University(湘雅医院神经外科,中南大学) School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)(哈尔滨工业大学(深圳)计算机科学与技术学院)

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

AI总结 本文提出Multi-Beholder方法,通过全切片图像预测低级别胶质瘤的五个生物标志物状态,利用多实例学习和一类分类提高预测性能,并在两个不同队列中验证了其有效性。

Comments 14 pages, 5 figures

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2603.09531 2026-03-18 q-bio.QM cs.CV eess.IV stat.AP 65%

Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts

进展性PPFE与肺癌筛查队列中死亡率的关联

Shahab Aslani, Mehran Azimbagirad, Daryl Cheng, Daisuke Yamada, Ryoko Egashira, Adam Szmul, Justine Chan-Fook, Robert Chapman, Alfred Chung Pui So, Shanshan Wang, John McCabe, Tianqi Yang, Jose M Brenes, Eyjolfur Gudmundsson, The SUMMIT Consortium, Susan M. Astley, Daniel C. Alexander, Sam M. Janes, Joseph Jacob

机构 * Satsuma Lab, Hawkes Institute, University College London, London, UK Department of Respiratory Medicine, University College London, London, UK Department of Computer Science, University College London, London, UK Guy’s Cancer Centre, Guy’s Radiology Department, Hospital de la Santa Creu i Sant Pau, Sant Quintí, Barcelona, Spain Department of Medicine, University of Iceland, Iceland NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Central Manchester University Hospitals, NHS Foundation Trust, Manchester, UK Data Sciences, School of Health Sciences, University of Manchester, Manchester, UK UCL Hawkes Institute, University College London, London, UK Lungs for Living, Department of Respiratory Medicine, University College London, London, UK

专题命中 诊断辅助 :CT(abstract);分类 cs.CV、q-bio、eess.IV

AI总结 研究探讨了肺癌筛查队列中进展性PPFE与死亡率的关系,采用纵向低剂量CT扫描和临床数据,发现PPFE进展独立增加死亡风险,并与不良临床结局相关。

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2509.14029 2025-09-18 cs.LG eess.SP physics.comp-ph q-bio.BM 65%

Deep Learning-Driven Peptide Classification in Biological Nanopores

Samuel Tovey, Julian Hoßbach, Sandro Kuppel, Tobias Ensslen, Jan C. Behrends, Christian Holm

机构 * Institute for Computational Physics, University of Stuttgart(斯图加特大学计算物理研究所) Laboratory for Membrane Physiology and Technology, Department of Physiology, Faculty of Medicine, University of Freiburg(弗赖堡大学医学学院生理学与技术实验室)

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

Comments 29 pages (incl. references) 7 figures

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2402.10251 2025-09-03 q-bio.NC cs.AI cs.LG eess.SP 65%

BrainWave: A Brain Signal Foundation Model for Clinical Applications

Zhizhang Yuan, Fanqi Shen, Meng Li, Yuguo Yu, Chenhao Tan, Yang Yang

机构 * Computer Science and Technology(计算机科学与技术) Zhejiang University(浙江大学) Chinese Academy of Sciences(中国科学院) INSIDE Institute for Biological and Artificial Intelligence(生物与人工智能研究所) Research Institute of Intelligent and Complex Systems(智能与复杂系统研究所) Fudan University(复旦大学) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) University of Chicago(芝加哥大学)

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

Comments 32 pages, 14 figures

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2408.08792 2025-08-01 eess.IV cs.CV q-bio.QM 65%

Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears

Louise Guillon, Soheib Biga, Axel Puyo, Grégoire Pasquier, Valentin Foucher, Yendoubé E. Kantchire, Stéphane E. Sossou, Ameyo M. Dorkenoo, Laurent Bonnardot, Marc Thellier, Laurence Lachaud, Renaud Piarroux

机构 * MyC APHP Paris, La Pitié-Salpêtrière, Sorbonne Université(APHP巴黎,拉皮蒂埃-萨尔佩特里耶,索邦大学) CHU of Montpellier, University of Montpellier(蒙彼利埃大学附属医院,蒙彼利埃大学) CHU Campus, Ministère de la Santé et de l'hygiène Publique(CHU校区,卫生与公共卫生部) CHU Sylvanus Olympio, Lomé, Togo(索维拉尼奥利奥医院,洛美,多哥) Faculté des Sciences de la Santé, Université de Lomé(健康科学学院,洛美大学)

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

Comments MICCAI 2024 AMAI Workshop, Accepted for presentation, Submitted Manuscript Version, 10 pages

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2506.23075 2025-07-01 cs.HC cs.LG eess.SP q-bio.NC 65%

CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding

Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou

机构 * Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Sun Yat-sen University(中山大学) The Chinese University of Hong Kong(香港中文大学) Karlsruher Institut fur Technologie(卡尔斯鲁厄理工学院)

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

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2506.22952 2025-07-01 eess.IV cs.CV q-bio.NC 65%

Hierarchical Characterization of Brain Dynamics via State Space-based Vector Quantization

Yanwu Yang, Thomas Wolfers

机构 * University of Tübingen, Tübingen, Germany(图宾根大学) German Center for Mental Health, Tübingen, Germany(德国心理健康中心)

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

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2408.00777 2025-03-27 cs.CV eess.SP q-bio.NC 65%

CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation

Weiheng Yao, Zhihan Lyu, Mufti Mahmud, Ning Zhong, Baiying Lei, Shuqiang Wang

专题命中 诊断辅助 :pathology(abstract);分类 cs.CV、q-bio、eess.SP

Comments 11 pages, 9 figures, Accepted by IEEE Transactions on Medical Imaging

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2503.14655 2025-03-20 q-bio.NC cs.AI cs.CV eess.IV 65%

Core-Periphery Principle Guided State Space Model for Functional Connectome Classification

Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao, Yan Zhuang, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu

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

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