医学 AI

Explainable Parallel CNN-LSTM Model for Differentiating Ventricular Tachycardia from Supraventricular Tachycardia with Aberrancy in 12-Lead ECGs

Zahra Teimouri-Jervekani, Fahimeh Nasimi, Mohammadreza Yazdchi, Ghazal MogharehZadeh, Javad Tezerji, Farzan Niknejad Mazandarani, Maryam Mohebbi

机构 * Cardiac Rehabilitation Research Center（心脏康复研究中心） ； Cardiovascular Research Institute（心血管研究所） ； Department of Cardiology（心内科部） ； School of Medicine（医学院） ； University of Isfahan（伊斯法罕大学） ； Department of Computer Science（计算机科学系） ； Faculty of Engineering（工程学院） ； Department of Electrical, Computer and Biomedical Engineering（电气、计算机与生物医学工程系） ； Toronto Metropolitan University（多伦多 Metropolitan 大学） ； Faculty of Electrical Engineering（电气工程学院） ； K.N. Toosi University of Technology（K.N. Toosi 技术大学） 纠错

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

A Denoising VAE for Intracardiac Time Series in Ischemic Cardiomyopathy

Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Ruibin Feng, Prasanth Ganesan, Brototo Deb, Kelly A. Brennan, Maxime Pedron, Albert J. Rogers, Maarten Z. H. Kolk, Fleur V. Y. Tjong, Sanjiv M. Narayan, Julia E. Vogt

机构 * Dept. of Computer Science ETH Zurich（计算机科学系，苏黎世联邦理工学院） ； Dept. of Medicine Stanford University（医学系，斯坦福大学） ； Dept. of Cardiology Amsterdam University（心脏病学系，阿姆斯特丹大学） 纠错

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

Comments 9 pages, 2 figures, 3 tables, the last two authors are shared senior authors

Journal ref International Conference on Learning Representations (ICLR) 2024 - Time Series for Healthcare Workshop

InSight: AI Mobile Screening Tool for Multiple Eye Disease Detection using Multimodal Fusion

Ananya Raghu, Anisha Raghu, Alice S. Tang, Yannis M. Paulus, Tyson N. Kim, Tomiko T. Oskotsky

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

Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays

Gaurav Singh

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

An Explainable Transformer Model for Alzheimer's Disease Detection Using Retinal Imaging

Saeed Jamshidiha, Alireza Rezaee, Farshid Hajati, Mojtaba Golzan, Raymond Chiong

机构 * Nanotechnology, Biotechnology, Information Technology and Cognitive Science Laboratory, University of Tehran（特拉布宗大学纳米技术、生物技术、信息技术和认知科学实验室） ； Department of Mechatronics, School of Intelligent Systems, College of Interdisciplinary Science and Technology, University of Tehran（特拉布宗大学机电系，智能系统学院，跨学科科学与技术学院） ； School of Science and Technology, Faculty of Science, Agriculture, Business and Law, University of New England（新英格兰大学科学与技术学院，科学、农业、商业与法律学院） ； Graduate School of Health, University of Technology Sydney（悉尼技术大学健康研究生院） ； School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of Newcastle（新castle大学医学与公共卫生学院，健康、医学与福祉学院） 纠错

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

Comments 20 pages, 8 figures

Sensing Cardiac Health Across Scenarios and Devices: A Multi-Modal Foundation Model Pretrained on Heterogeneous Data from 1.7 Million Individuals

Xiao Gu, Wei Tang, Jinpei Han, Veer Sangha, Fenglin Liu, Shreyank N Gowda, Antonio H. Ribeiro, Patrick Schwab, Kim Branson, Lei Clifton, Antonio Luiz P. Ribeiro, Zhangdaihong Liu, David A. Clifton

机构 * University of Oxford（牛津大学） ； University of Nottingham（诺丁汉大学） ； Uppsala University（乌普萨拉大学） ； GlaxoSmithKline（葛兰素史克） 纠错

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

Research on Improving the High Precision and Lightweight Diabetic Retinopathy Detection of YOLOv8n

Fei Yuhuan, Sun Xufei, Zang Ran, Wang Gengchen, Su Meng, Liu Fenghao

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

Comments in Chinese language

Xray2Xray: World Model from Chest X-rays with Volumetric Context

Zefan Yang, Xinrui Song, Xuanang Xu, Yongyi Shi, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

机构 * Department of Biomedical Engineering（生物医学工程系） ； Center for Biotechnology（生物技术中心） ； Interdisciplinary Studies（跨学科研究） ； Rensselaer Polytechnic Institute（伦塞拉尔理工大学） ； Department of Radiology（放射科） ； Massachusetts General Hospital（麻省总医院） ； Harvard Medical School（哈佛医学院） 纠错

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

Deep Learning in Automated Power Line Inspection: A Review

Md. Ahasan Atick Faisal, Imene Mecheter, Yazan Qiblawey, Javier Hernandez Fernandez, Muhammad E. H. Chowdhury, Serkan Kiranyaz

机构 * Department of Electrical Engineering, Qatar University（卡塔尔大学电气工程系） 纠错

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

Comments 40 pages, 12 figures

Journal ref Applied Energy. 385 (2025) 125507

Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images

Amit Das, Naofumi Tomita, Kyle J. Syme, Weijie Ma, Paige O'Connor, Kristin N. Corbett, Bing Ren, Xiaoying Liu, Saeed Hassanpour

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

A Real-time Endoscopic Image Denoising System

Yu Xing, Shishi Huang, Meng Lv, Guo Chen, Huailiang Wang, Lingzhi Sui

机构 * Beijing Yi Li Technology（北京亿利科技） 纠错

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

CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration

Luca Gherardini, Imre Lengyel, Tunde Peto, Caroline C. W. Klaverd, Magda A. Meester-Smoord, Johanna Maria Colijnd, EYE-RISK Consortium, E3 Consortium, Jose Sousa

机构 * Personal Health Data Science Team, Sano Centre for Computational Personalised Medicine（个人健康数据科学团队，Sano计算个性化医学中心） ； The Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine Dentistry and Biomedical Science, Queen's University Belfast（Wellcome-Wolfson实验医学研究所，医学牙科与生物医学科学学院，女王大学贝尔法斯特） ； Institute of Clinical Sciences Building A, Queen’s University Belfast（临床科学研究所A楼，女王大学贝尔法斯特） ； Department of Epidemiology, Erasmus Medical Center（流行病学系，埃拉斯谟医学中心） ； Department of Ophthalmology, Erasmus Medical Center（眼科系，埃拉斯谟医学中心） ； Department of Ophthalmology, Radboud University Medical Centre（眼科系，拉德堡德大学医学中心） ； Institute of Molecular and Clinical Ophthalmology Basel（分子与临床眼科研究所巴塞尔） 纠错

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

Deploying and Evaluating Multiple Deep Learning Models on Edge Devices for Diabetic Retinopathy Detection

Akwasi Asare, Dennis Agyemanh Nana Gookyi, Derrick Boateng, Fortunatus Aabangbio Wulnye

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

ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs

Bikram Keshari Parida, Anusree P. Sunilkumar, Abhijit Sen, Wonsang You

机构 * Artificial Intelligence and Image Processing Lab., Department of Information and Communication Engineering, Sun Moon University, South Korea（人工智能与图像处理实验室，信息与通信工程系，顺 Moon 大学，韩国） ； Department of Physics and Engineering Physics, Tulane University, New Orleans, LA 70118, USA（物理系与工程物理系，路易斯安那大学，新奥尔良，路易斯安那州 70118，美国） 纠错

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

Comments 10 figures, 19 pages

Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo

机构 * Missouri University of Science and Technology（密苏里科技大学） ； Washington State University（华盛顿州立大学） ； University of Kentucky（肯塔基大学） 纠错

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

Comments PM4B 2025 Best Paper

Journal ref 2025 PAKDD Workshop on Pattern mining and Machine learning for Bioinformatics (PM4B)

Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique

Samiha Islam, Muhammad Zawad Mahmud, Shahran Rahman Alve, Md. Mejbah Ullah Chowdhury, Faija Islam Oishe

机构 * Dept. of ECE North South University（电子工程系北南大学） 纠错

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

Comments Accepted at an IEEE conference

Journal ref 2024 27th International Conference on Computer and Information Technology (ICCIT)

Improved Allergy Wheal Detection for the Skin Prick Automated Test Device

Rembert Daems, Sven Seys, Valérie Hox, Adam Chaker, Glynnis De Greve, Winde Lemmens, Anne-Lise Poirrier, Eline Beckers, Zuzana Diamant, Carmen Dierickx, Peter W. Hellings, Caroline Huart, Claudia Jerin, Mark Jorissen, Hanne Oscé, Karolien Roux, Mark Thompson, Sophie Tombu, Saartje Uyttebroek, Andrzej Zarowski, Senne Gorris, Laura Van Gerven, Dirk Loeckx, Thomas Demeester

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

Comments This work is presented at Artificial Intelligence in Medicine 2025, this is the longer (10 pages) version

Any-Class Presence Likelihood for Robust Multi-Label Classification with Abundant Negative Data

Dumindu Tissera, Omar Awadallah, Muhammad Umair Danish, Ayan Sadhu, Katarina Grolinger

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

Identifying Alzheimer's Disease Prediction Strategies of Convolutional Neural Network Classifiers using R2* Maps and Spectral Clustering

Christian Tinauer, Maximilian Sackl, Stefan Ropele, Christian Langkammer

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

Comments Accepted for the conference EUSIPCO2025 (https://eusipco2025.org/)

Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation

Tal Zeevi, Ravid Shwartz-Ziv, Yann LeCun, Lawrence H. Staib, John A. Onofrey

机构 * Yale University（耶鲁大学） ； New York University（纽约大学） ； Meta FAIR 纠错

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

Comments Accepted to the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025. Code available at: https://github.com/code-supplement-25/rate-in

Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition

Jingyao Wang, Wenwen Qiang, Changwen Zheng, Fuchun Sun

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； National Key Laboratory of Space Integrated Information System（空间信息集成系统国家重点实验室） ； Institute of Software Chinese Academy of Sciences（中国科学院软件研究所） ； Department of Computer Science and Technology（计算机科学与技术系） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases

Cheng-Yu Tai, Ching-Wen Chen, Chi-Chin Wu, Bo-Chen Chiu, Cheng-Hung, Lin, Cheng-Kai Lu, Jia-Kang Wang, Tzu-Lun Huang

机构 * Department of Electrical Engineering, Yuan Ze University（电气工程系，元智大学） ； Department of Electrical Engineering, National Taiwan Normal University（电气工程系，国立台湾师范大学） ； Department of Ophthalmology, Far Eastern Memorial Hospital（眼科部，东部医疗院） 纠错

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

Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals

Julian Oelhaf, Georg Kordowich, Andreas Maier, Johann Jager, Siming Bayer

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

Comments 12 pages

DeepSeqCoco: A Robust Mobile Friendly Deep Learning Model for Detection of Diseases in Cocos nucifera

Miit Daga, Dhriti Parikh, Swarna Priya Ramu

机构 * School of Computer Science Engineering and Information Systems（计算机科学与信息系统学院） 纠错

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

Comments This paper is accepted for publication in IEEE Access journal and is currently pending revisions before publication

Journal ref IEEE Access, 2025

A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images

Yifan Li, Alan W Pang, Jo Woon Chong

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

Lightweight, error-tolerant edge detection using memristor-enabled stochastic logics

Lekai Song, Pengyu Liu, Jingfang Pei, Yang Liu, Songwei Liu, Shengbo Wang, Leonard W. T. Ng, Tawfique Hasan, Kong-Pang Pun, Shuo Gao, Guohua Hu

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

Research on Anomaly Detection Methods Based on Diffusion Models

Yi Chen

机构 * College of Physics and Electronic Information Engineering（物理与电子信息工程学院） 纠错

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

Comments 6 pages, 3 table

Advancing Conversational Diagnostic AI with Multimodal Reasoning

Khaled Saab, Jan Freyberg, Chunjong Park, Tim Strother, Yong Cheng, Wei-Hung Weng, David G. T. Barrett, David Stutz, Nenad Tomasev, Anil Palepu, Valentin Liévin, Yash Sharma, Roma Ruparel, Abdullah Ahmed, Elahe Vedadi, Kimberly Kanada, Cian Hughes, Yun Liu, Geoff Brown, Yang Gao, Sean Li, S. Sara Mahdavi, James Manyika, Katherine Chou, Yossi Matias, Avinatan Hassidim, Dale R. Webster, Pushmeet Kohli, S. M. Ali Eslami, Joëlle Barral, Adam Rodman, Vivek Natarajan, Mike Schaekermann, Tao Tu, Alan Karthikesalingam, Ryutaro Tanno

机构 * Google（谷歌） ； DeepMind（深Mind） ； Google Research（谷歌研究院） 纠错

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

Diagnostic Uncertainty in Pneumonia Detection using CNN MobileNetV2 and CNN from Scratch

Kennard Norbert Sudiardjo, Islam Nur Alam, Wilson Wijaya, Lili Ayu Wulandhari

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

Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements

Kleanthis Avramidis, Woojae Jeong, Aditya Kommineni, Sudarsana R. Kadiri, Marcus Ma, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B. Rael Cahn, Idan A. Blank, Kristina Lerman, Takfarinas Medani, Richard M. Leahy, Shrikanth Narayanan

机构 * Department of Computer Science, University of Southern California（计算机科学系，南加州大学） ； Department of Electrical and Computer Engineering, University of Southern California（电气与计算机工程系，南加州大学） ； Department of Biomedical Engineering, University of Southern California（生物医学工程系，南加州大学） ； Brain and Creativity Institute, University of Southern California（创造力研究所，南加州大学） ； Department of Psychology, University of California, Los Angeles（心理学系，加州大学洛杉矶分校） ； Department of Linguistics, University of Southern California（语言学系，南加州大学） ； Department of Psychiatry and Behavioral Sciences, University of Southern California（精神病学与行为科学系，南加州大学） 纠错

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

Comments Preprint. 12 pages, 5 figures