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
Signal Processing · Electrical Eng. & Systems
EEGsig: an open-source machine learning-based toolbox for EEG signal processing
Fardin Ghorbani, Javad Shabanpour, Sepideh Monjezi, Hossein Soleimani +2
2021-08-27
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
ECG Language Processing (ELP): a New Technique to Analyze ECG Signals
Sajad Mousavi, Fatemeh Afghah, Fatemeh Khadem, U. Rajendra Acharya
2020-06-17
Signal Processing · Electrical Eng. & Systems
High quality ECG dataset based on MIT-BIH recordings for improved heartbeats classification
Ahmed. S Benmessaoud, Farida Medjani, Yahia Bousseloub, Khalid Bouaita +2
2024-11-13
Machine Learning · Statistics
On Arrhythmia Detection by Deep Learning and Multidimensional Representation
K. S. Rajput, S. Wibowo, C. Hao, M. Majmudar
2019-04-12
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
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 · Computer Science
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
Jiarui Jin, Haoyu Wang, Hongyan Li, Jun Li +2
2025-02-18
Machine Learning · Computer Science
HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding
Yihan Xie, Sijing Li, Tianwei Lin, Zhuonan Wang +8
2026-04-08
Machine Learning · Computer Science
DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information
Yongfan Lai, Jiabo Chen, Deyun Zhang, Yue Wang +3
2025-07-22
Signal Processing · Electrical Eng. & Systems
The Rlign Algorithm for Enhanced Electrocardiogram Analysis through R-Peak Alignment for Explainable Classification and Clustering
Lucas Plagwitz, Lucas Bickmann, Michael Fujarski, Alexander Brenner +4
2024-08-12
Signal Processing · Electrical Eng. & Systems
CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram
Shenda Hong, Zhaoji Fu, Rongbo Zhou, Jie Yu +3
2020-07-08
Machine Learning · Computer Science
TolerantECG: A Foundation Model for Imperfect Electrocardiogram
Huynh Dang Nguyen, Trong-Thang Pham, Ngan Le, Van Nguyen
2025-10-07