医学 AI

CNN-based Local Vision Transformer for COVID-19 Diagnosis

Hongyan Xu, Xiu Su, Dadong Wang

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

Comments 5 pages, 4 figures

StrokeSight: A Novel EEG-Based Diagnostic System for Strokes Using Spectral Analysis and Deep Learning

Rohan Kalahasty, Lakshmi Sritan Motati

专题命中 诊断辅助 ：MRI(abstract)；CT(abstract)；diagnosis(abstract)；分类 q-bio

Gated Recurrent Unit based Autoencoder for Optical Link Fault Diagnosis in Passive Optical Networks

Khouloud Abdelli, Florian Azendorf, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke

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

Comments 2021 European Conference on Optical Communication (ECOC)

Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review

Tahira Iqbal, Arslan Shaukat, Usman Akram, Zartasha Mustansar

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

Comments 30 pages, 5 figures, 4 Tables to be published in journal

Journal ref IEEE Access, vol. 9, pp. 145817-145839, 2021

Deep Learning based Framework for Automatic Diagnosis of Glaucoma based on analysis of Focal Notching in the Optic Nerve Head

Sneha Dasgupta, Rishav Mukherjee, Kaushik Dutta, Anindya Sen

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

Machine Learning for Real-Time, Automatic, and Early Diagnosis of Parkinson's Disease by Extracting Signs of Micrographia from Handwriting Images

Riya Tyagi, Tanish Tyagi, Ming Wang, Lujin Zhang

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

Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey

Vasudevan Lakshminarayanan, Hoda Kherdfallah, Arya Sarkar, J. Jothi Balaji

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

Comments Submitted to MDPI Journal of Imaging special issue "Frontiers In Retinal Image Processing"2021

Embedded Deep Regularized Block HSIC Thermomics for Early Diagnosis of Breast Cancer

Bardia Yousefi, Hossein Memarzadeh Sharifipour, Xavier P. V. Maldague

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

Comments Authors version. arXiv admin note: text overlap with arXiv:2010.06784

Journal ref IEEE Transactions on Instrumentation and Measurement 2021

Uncertainty-aware INVASE: Enhanced Breast Cancer Diagnosis Feature Selection

Jia-Xing Zhong, Hongbo Zhang

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

Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack

Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang

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

Comments This version was accepted in the journal Medical Image Analysis (MedIA)

Journal ref Medical Image Analysis 69 (2021): 101977

Towards Early Diagnosis of Epilepsy from EEG Data

Diyuan Lu, Sebastian Bauer, Valentin Neubert, Lara Sophie Costard, Felix Rosenow, Jochen Triesch

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

Comments Machine Learning for Healthcare conference 2020

Character-level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis

Kenya Sakka, Kotaro Nakayama, Nisei Kimura, Taiki Inoue, Yusuke Iwasawa, Ryohei Yamaguchi, Yosimasa Kawazoe, Kazuhiko Ohe, Yutaka Matsuo

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

Comments 8 pages, 3 figures, 2 tables

Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector

Melih C. Yesilli, Sarah Tymochko, Firas A. Khasawneh, Elizabeth Munch

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

Contextual Normalization Applied to Aircraft Gas Turbine Engine Diagnosis

Peter D. Turney, Michael Halasz

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

Comments 45 pages

Journal ref Journal of Applied Intelligence, (1993), 3, 109-129

Weakly Supervised Concept Learning with Class-Level Priors for Interpretable Medical Diagnosis

弱监督概念学习：基于类级先验的可解释医疗诊断

Md Nahiduzzaman, Steven Korevaar, Alireza Bab-Hadiashar, Ruwan Tennakoon

机构 * School of Computing Technologies（计算技术学院） ； RMIT University（皇家墨尔本理工大学） ； School of Engineering（工程学院） 纠错

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

AI总结 本文提出了一种弱监督框架PCP，通过类级先验和正则化机制提升医疗诊断中的概念预测性能，实现比零样本基线更高的F1分数和与全监督模型相当的分类效果。

Comments Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2026

Domain-Expert-Guided Hybrid Mixture-of-Experts for Medical AI: Integrating Data-Driven Learning with Clinical Priors

领域专家引导的混合专家模型用于医疗AI：整合数据驱动学习与临床先验

Jinchen Gu, Nan Zhao, Lei Qiu, Lu Zhang

机构 * Department of Computer Science, Indiana University Indianapolis（印第安纳大学印第安纳波利斯分校计算机科学系） 纠错

专题命中 诊断辅助 ：medical AI(title)；分类 cs.CV；biomedical(comments)

AI总结 本文提出DKGH-MoE模型，结合数据驱动学习与临床先验，提升医疗AI的性能和可解释性。

Comments 4 pages; 3 figures; accepted by International Symposium on Biomedical Imaging (ISBI) 2026

ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis

Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener

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

Journal ref Medical Image Analysis, Volume 72, August 2021, 102118

Aletheia: An Offline-First Clinical Decision Support System for Differential Diagnosis in Low-Resource Healthcare Settings

Aletheia：用于低资源医疗环境中鉴别诊断的离线优先临床决策支持系统

Joseph Walusimbi, Ann Move Oguti, Abubakhari Sserwadda, Precious Boss Kasasira, Charles Brian Okoboi

机构 * Soroti University（索罗蒂大学） 纠错

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

AI总结 针对撒哈拉以南非洲低资源医疗环境，提出基于Qwen2.5 - 3B - Instruct并经QLoRA微调的Aletheia临床决策支持系统，评估显示其在诊断准确率等指标上表现良好，证明在无云设施的资源受限环境初级保健层部署大语言模型临床推理的可行性。

Comments 8 pages, 11 figures, 4 tables

Evidence-Grounded AI for Musculoskeletal Care

用于肌肉骨骼护理的基于证据的人工智能

Wenjie Li, Yujie Zhang, Fanrui Zhang, Haoran Sun, Renhao Yang, Junjun He, Weiran Huang, Yuanfeng Ji, Chenrun Wang, Kailing Wang, Hongcheng Gao, Kaipeng Zhang, Hanyu Wang, Angela Lin Wang, Xingqi He, Yilin Huang, Shiyi Yao, Lilong Wang, Yankai Jiang, Yirong Chen, Chenglong Ma, Jiyao Liu, Ming Hu, Gen Li, Yidong Xu, Chengyu Zhuang, Jiawei Liu, Yin Zhang, Lequan Yu, Lu Chen, Yinpeng Dong, Lei Liu, Carlos Gutierrez Sanroman, Yu Qiao, Weijie Ma, Xiaosong Wang, Lei Wang

机构 * Ruijin Hospital, College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine（上海交通大学医学院附属瑞金医院，健康科学技术学院） ； Shanghai Innovation Institute（上海创新研究院） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； College of Computer Science and Artificial Intelligence, Fudan University（复旦大学计算机科学与人工智能学院） ； MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China（中国科学技术大学脑启发智能感知与认知教育部重点实验室） ； School of Basic Medical Sciences, Intelligent Medicine Institute, Fudan University（复旦大学基础医学院智能医学研究院） ； Department of Radiation Oncology, Stanford University School of Medicine（斯坦福大学医学院放射肿瘤学系） ； School of Computing and Data Science, The University of Hong Kong（香港大学计算与数据科学学院） ； College of AI, Tsinghua University（清华大学人工智能学院） 纠错

专题命中 诊断辅助 ：clinical AI(abstract)；pathology(abstract)；diagnosis(abstract)

AI总结 研究针对肌肉骨骼护理中证据分散问题，提出基于大语言模型的OrthoPilot系统，整合多源数据进行持续管理。该系统在诊断推理等方面超越专家，优于其他智能系统，还提升了管理成功率和病床病例数等，推动临床人工智能实现纵向管理。

Comments All co-authors have now consented to the submission and approved the authorship

Deep Learning Superresolution for 7T Knee MR Imaging: Impact on Image Quality and Diagnostic Performance

深度学习超分辨率在7T膝部磁共振成像中的应用：对图像质量和诊断性能的影响

Pinzhen Chen, Libo Xu, Boyang Pan, Jing Li, Yuting Wang, Ran Xiong, Xiaoli Gou, Long Qing, Wenjing Hou, Nan-jie Gong, Wei Chen

专题命中 诊断辅助 ：MRI(abstract)；pathology(abstract)；分类 cs.CV、cs.LG、eess.IV

AI总结 本研究探讨了深度学习超分辨率在7T膝部MRI中的应用，发现其提升了图像质量但未提高诊断准确性。

UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography

Shravan Venkatraman, Pavan Kumar S, Rakesh Raj Madavan, Chandrakala S

机构 * Vellore Institute of Technology（沃洛雷理工学院） ； Shiv Nadar University（施瓦尔纳大学） 纠错

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

Comments 18 pages, 10 figures, 5 tables, 2025 ICCV Workshops

NeuroMoE: A Transformer-Based Mixture-of-Experts Framework for Multi-Modal Neurological Disorder Classification

Wajih Hassan Raza, Aamir Bader Shah, Yu Wen, Yidan Shen, Juan Diego Martinez Lemus, Mya Caryn Schiess, Timothy Michael Ellmore, Renjie Hu, Xin Fu

机构 * Department of Electrical and Computer Engineering, University of Houston（电气与计算机工程系，休斯顿大学） ； Department of Information Science Technology, University of Houston（信息科学与技术系，休斯顿大学） ； Movement Disorders & Neurodegenerative Diseases Division, University of Texas Health Science Center at Houston（运动障碍与神经退行性疾病部门，德克萨斯大学健康科学中心休斯顿分部） ； Department of Neurology at McGovern Medical School, University of Texas Health Science Center at Houston（神经病学系，麦戈文医学学校，德克萨斯大学健康科学中心休斯顿分部） ； Department of Psychology, The City College of New York（心理学系，纽约城市大学） 纠错

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

Comments Accepted at the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Detecting Glioma, Meningioma, and Pituitary Tumors, and Normal Brain Tissues based on Yolov11 and Yolov8 Deep Learning Models

Ahmed M. Taha, Salah A. Aly, Mohamed F. Darwish

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

Comments 6 pages, 7 figures, 8 tables

OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels

Seunghun Baek, Jaeyoon Sim, Guorong Wu, Won Hwa Kim

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

Comments MICCAI 2024 (Provisional Accept)

TagGAN: A Generative Model for Data Tagging

Muhammad Nawaz, Basma Nasir, Tehseen Zia, Zawar Hussain, Catarina Moreira

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

Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures

Anirudh Prabhakaran, YeKun Xiao, Ching-Yu Cheng, Dianbo Liu

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

MINDSETS: Multi-omics Integration with Neuroimaging for Dementia Subtyping and Effective Temporal Study

Salma Hassan, Dawlat Akaila, Maryam Arjemandi, Vijay Papineni, Mohammad Yaqub

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

Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis

Junliang Du, Yiru Cang, Tong Zhou, Jiacheng Hu, Weijie He

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

Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis

Haokai Zhao, Haowei Lou, Lina Yao, Yu Zhang

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

Comments 14 pages, 16 figures, submitted to Journal of Neural Engineering

Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction

Johannes Thalhammer, Manuel Schultheiss, Tina Dorosti, Tobias Lasser, Franz Pfeiffer, Daniela Pfeiffer, Florian Schaff

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

Comments 11 pages, 6 figures, 1 table

Journal ref Radiol Artif Intell. 2024 Jul;6(4):e230275