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
Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads
Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon
2024-10-16
Numerical Analysis · Mathematics
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele +2
2020-12-01
Systems and Control · Computer Science
An intracardiac electrogram model to bridge virtual hearts and implantable cardiac devices
Weiwei Ai, Nitish Patel, Partha Roop, Avinash Malik +2
2017-03-06
Systems and Control · Computer Science
Towards the Emulation of the Cardiac Conduction System for Pacemaker Testing
Eugene Yip, Sidharta Andalam, Partha S. Roop, Avinash Malik +3
2016-03-21
Numerical Analysis · Mathematics
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
Marco Fedele, Roberto Piersanti, Francesco Regazzoni, Matteo Salvador +5
2023-04-12
Analysis of PDEs · Mathematics
Microscopic Tridomain Model of Electrical Activity in the Heart with Dynamical Gap Junctions. Part 1 -- Modeling and Well-Posedness
Fakhrielddine Bader, Mostafa Bendahmane, Mazen Saad, Raafat Talhouk
2022-06-01
Numerical Analysis · Mathematics
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia
Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung +5
2021-06-25
Machine Learning · Computer Science
Personalized Heart Disease Detection via ECG Digital Twin Generation
Yaojun Hu, Jintai Chen, Lianting Hu, Dantong Li +4
2024-05-14
Tissues and Organs · Quantitative Biology
Integrating anatomy and electrophysiology in the healthy human heart: Insights from biventricular statistical shape analysis using universal coordinates
Lore Van Santvliet, Elena Zappon, Matthias A. F. Gsell, Franz Thaler +8
2025-05-06
Optimization and Control · Mathematics
Accurate and Efficient Cardiac Digital Twin from surface ECGs: Insights into Identifiability of Ventricular Conduction System
Thomas Grandits, Karli Gillette, Gernot Plank, Simone Pezzuto
2025-05-05
Medical Physics · Physics
A Unique Cardiac Electrophysiological 3D Model
Cristina Rueda, Alejandro Rodríguez-Collado, Itziar Fernández, Christian Canedo +2
2022-02-09
Machine Learning · Computer Science
Vib2ECG: A Paired Chest-Lead SCG-ECG Dataset and Benchmark for ECG Reconstruction
Guorui Lu, Xiaohui Cai, Todor Stefanov, Qinyu Chen
2026-03-17
Medical Physics · Physics
MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations
Karli Gillette, Matthias A. F. Gsell, Claudia Nagel, Jule Bender +7
2025-03-12
Signal Processing · Electrical Eng. & Systems
A Comprehensive Benchmark for Electrocardiogram Time-Series
Zhijiang Tang, Jiaxin Qi, Yuhua Zheng, Jianqiang Huang
2026-02-26
Computer Vision and Pattern Recognition · Computer Science
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification
Khiem H. Le, Hieu H. Pham, Thao BT. Nguyen, Tu A. Nguyen +2
2026-02-17
Computer Vision and Pattern Recognition · Computer Science
Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration
Khiem H. Le, Hieu H. Pham, Thao B. T. Nguyen, Tu A. Nguyen +1
2022-08-16
Medical Physics · Physics
Quantifying variabilities in cardiac digital twin models of the electrocardiogram
Elena Zappon, Matthias A. F. Gsell, Karli Gillette, Gernot Plank
2024-07-26