Signal Processing · Electrical Eng. & Systems
A Comprehensive Benchmark for Electrocardiogram Time-Series
Zhijiang Tang, Jiaxin Qi, Yuhua Zheng, Jianqiang Huang
2026-02-26
Signal Processing · Electrical Eng. & Systems
Deep Learning for Personalized Electrocardiogram Diagnosis: A Review
Cheng Ding, Tianliang Yao, Chenwei Wu, Jianyuan Ni
2024-09-13
Machine Learning · Computer Science
ECG-SL: Electrocardiogram(ECG) Segment Learning, a deep learning method for ECG signal
Han Yu, Huiyuan Yang, Akane Sano
2023-10-06
Signal Processing · Electrical Eng. & Systems
A Systematic Review on Foundation Models for Electrocardiogram Analysis: Initial Strides and Expansive Horizons
Yu Han, Vittorio Murino, Xiaofeng Liu, Xiang Zhang +1
2025-10-14
Signal Processing · Electrical Eng. & Systems
ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning
Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu +2
2024-03-08
Machine Learning · Computer Science
EfficientECG: Cross-Attention with Feature Fusion for Efficient Electrocardiogram Classification
Hanhui Deng, Xinglin Li, Jie Luo, Di Wu
2025-12-09
Machine Learning · Statistics
On Arrhythmia Detection by Deep Learning and Multidimensional Representation
K. S. Rajput, S. Wibowo, C. Hao, M. Majmudar
2019-04-12
Signal Processing · Electrical Eng. & Systems
ECG Language Processing (ELP): a New Technique to Analyze ECG Signals
Sajad Mousavi, Fatemeh Afghah, Fatemeh Khadem, U. Rajendra Acharya
2020-06-17
Computer Vision and Pattern Recognition · Computer Science
A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility
Guilherme Silva, Pedro Silva, Gladston Moreira, Vander Freitas +2
2025-03-11
Signal Processing · Electrical Eng. & Systems
Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review
Shenda Hong, Yuxi Zhou, Junyuan Shang, Cao Xiao +1
2020-05-04
Computer Vision and Pattern Recognition · Computer Science
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery
Geoffrey H. Tison, Jeffrey Zhang, Francesca N. Delling, Rahul C. Deo
2018-07-10
Machine Learning · Computer Science
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms
Atit Pokharel, Shashank Dahal, Pratik Sapkota, Bhupendra Bimal Chhetri
2024-12-11
Machine Learning · Computer Science
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou, Mohamed Jmaiel
2025-04-11
Machine Learning · Statistics
A Probabilistic Model of Cardiac Physiology and Electrocardiograms
Andrew C. Miller, Ziad Obermeyer, David M. Blei, John P. Cunningham +1
2018-12-04
Machine Learning · Computer Science
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives
Junhong Lai, Jiyu Wei, Lin Yao, Yueming Wang
2025-09-23
Signal Processing · Electrical Eng. & Systems
Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity
Huy Pham, Konstantin Egorov, Alexey Kazakov, Semen Budennyy
2023-03-22
Artificial Intelligence · Computer Science
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network
Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang +2
2022-06-23
Signal Processing · Electrical Eng. & Systems
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets
Weijie Sun, Sunil Vasu Kalmady, Amir Salimi, Nariman Sepehrvand +4
2022-10-13