医学 AI

Generalizable Sleep Staging via Multi-Level Domain Alignment

Jiquan Wang, Sha Zhao, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Accepted by the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet

Md Kamrujjaman Mobin, Md Saiful Islam, Sadik Al Barid, Md Masum

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification

Zuraiz Baig, Sidra Nasir, Rizwan Ahmed Khan, Muhammad Zeeshan Ul Haque

机构 * Dipartimento di Informatica, Università di Verona, Verona, Italy（信息学院，威尼斯大学，威尼斯，意大利） ； Department of Computer Science, School of Mathematics and Computer Science, Institute of Business Administration, Karachi, Pakistan（计算机科学系，数学与计算机科学学院，商学院，卡拉奇，巴基斯坦） ； Faculty of Information Technology, Salim Habib University, Karachi, Pakistan（信息技术学院，萨利姆·哈比大学，卡拉奇，巴基斯坦） 纠错

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 14 pages and 08 figures

Neuro-Informed Adaptive Learning (NIAL) Algorithm: A Hybrid Deep Learning Approach for ECG Signal Classification

Sowad Rahman

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 1 figure ,2 pages

Convolutional neural network for early detection of lameness and irregularity in horses using an IMU sensor

Benoît Savoini, Jonathan Bertolaccini, Stéphane Montavon, Michel Deriaz

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Accepted at AMLDS 2025

TransECG: Leveraging Transformers for Explainable ECG Re-identification Risk Analysis

Ziyu Wang, Elahe Khatibi, Kianoosh Kazemi, Iman Azimi, Sanaz Mousavi, Shaista Malik, Amir M. Rahmani

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review

Abdullah Alharthi, Ahmed Alqurashi, Turki Alharbi, Mohammed Alammar, Nasser Aldosari, Houssem Bouchekara, Yusuf Shaaban, Mohammad Shoaib Shahriar, Abdulrahman Al Ayidh

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models

Andrei Apostol, Maria Nutu

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 34 pages, 17 figures

Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes

Zeyuan Meng, Lovely Yeswanth Panchumarthi, Saurabh Kataria, Alex Fedorov, Jessica Zègre-Hemsey, Xiao Hu, Ran Xiao

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis

Armin Salimi-Badr, Mahan Veisi, Sadra Berangi

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing

Amir Arjomand, Amin Boudesh, Farnoush Bayatmakou, Kenneth B. Kent, Arash Mohammadi

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data

Jesus Paucar-Escalante, Matheus Alves da Silva, Bruno De Lima Sanches, Aurea Soriano-Vargas, Laura Silveira Moriyama, Esther Luna Colombini

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 28 pages, 9 figures, 3 tables, Journal Artificial Intelligence In Medicine

Wearable Accelerometer Foundation Models for Health via Knowledge Distillation

Salar Abbaspourazad, Anshuman Mishra, Joseph Futoma, Andrew C. Miller, Ian Shapiro

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments updated format

Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals

Shashank Manjunath, Aarti Sathyanarayana

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 4 Pages

MobileNetV2: A lightweight classification model for home-based sleep apnea screening

Hui Pan, Yanxuan Yu, Jilun Ye, Xu Zhang

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms

Atit Pokharel, Shashank Dahal, Pratik Sapkota, Bhupendra Bimal Chhetri

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.IV

Self-Supervised Pre-Training with Joint-Embedding Predictive Architecture Boosts ECG Classification Performance

Kuba Weimann, Tim O. F. Conrad

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads

Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting

Simon J. Ward, Muhamed Baljevic, Sharon M. Weiss

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 12 pages, 6 figures

Estimating ECG Intervals from Lead-I Alone: External Validation of Supervised Models

Ridwan Alam, Collin Stultz

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning

Seongju Lee, Yeonguk Yu, Seunghyeok Back, Hogeon Seo, Kyoobin Lee

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 14 pages, 3 figures, 8 tables

Personalized Heart Disease Detection via ECG Digital Twin Generation

Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li, Jiahuan Yan, Haochao Ying, Huiying Liang, Jian Wu

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Advanced Neural Network Architecture for Enhanced Multi-Lead ECG Arrhythmia Detection through Optimized Feature Extraction

Bhavith Chandra Challagundla

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach

Alireza Rashnu, Armin Salimi-Badr

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography

Shirel Attia, Revital Shani Hershkovich, Alissa Tabakhov, Angeleene Ang, Sharon Haimov, Riva Tauman, Joachim A. Behar

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization

Kshama Kodthalu Shivashankara, Deepanshi, Afagh Mehri Shervedani, Gari D. Clifford, Matthew A. Reyna, Reza Sameni

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Bayesian ECG reconstruction using denoising diffusion generative models

Gabriel V. Cardoso, Lisa Bedin, Josselin Duchateau, Rémi Dubois, Eric Moulines

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Deep Learning Models for Arrhythmia Classification Using Stacked Time-frequency Scalogram Images from ECG Signals

Parshuram N. Aarotale, Ajita Rattani

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 4 pages,1 figures

Convolutional Monge Mapping Normalization for learning on sleep data

Théo Gnassounou, Rémi Flamary, Alexandre Gramfort

专题命中 健康监测 ：biomedical(abstract)；分类 cs.LG、eess.SP

CarDS-Plus ECG Platform: Development and Feasibility Evaluation of a Multiplatform Artificial Intelligence Toolkit for Portable and Wearable Device Electrocardiograms

Sumukh Vasisht Shankar, Evangelos K Oikonomou, Rohan Khera

专题命中 健康监测 ：diagnosis(abstract)；分类 cs.LG、eess.SP