Deep Neural Network Trained on Surface ECG Improves Diagnostic Accuracy of Prior Myocardial Infarction Over Q Wave Analysis. - Özal Yildirim; Ulas Baran Baloglu; Muhammed Talo; Prasanth Ganesan; Jagteshwar S. Tung; Guson Kang; James E. Tooley; Mahmood I. Alhusseini; Tina Baykaner; Paul J. Wang; Marco V. Perez; Larisa Tereshchenko; et al. (CinC, 2021)

Atrial fibrillation signatures on intracardiac electrograms identified by deep learning. - Miguel Rodrigo; Mahmood I. Alhusseini; Albert J. Rogers; Chayakrit Krittanawong; Sumiran Thakur; Ruibin Feng; Prasanth Ganesan; Sanjiv M. Narayan (Comput. Biol. Medicine, 2022)

Defining the Predictive Ceiling of Electrogram Features Alone for Predicting Outcomes From Atrial Fibrillation Ablation. - Maxime Pedron; Prasanth Ganesan; Ruibin Feng; Brototo Deb; Hui Chang; Samuel Ruipérez-Campillo; Sulaiman Somani; Yaanik Desai; Albert J. Rogers; Paul Clopton; Sanjiv M. Narayan (CinC, 2023)

A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease. - J. Weston Hughes; James E. Tooley; Jessica Torres Soto; Anna Ostropolets; Tim Poterucha; Matthew Christensen; Neal Yuan; Ben Ehlert; Dhamanpreet Kaur; Guson Kang; Albert J. Rogers; Sanjiv M. Narayan; et al. (npj Digit. Medicine, 2023)

Can Generative AI Learn Physiological Waveform Morphologies? A Study on Denoising Intracardiac Signals in Ischemic Cardiomyopathy. - Samuel Ruipérez-Campillo; Alain Ryser; Thomas M. Sutter; Ruibin Feng; Prasanth Ganesan; Brototo Deb; Kelly A. Brennan; Maarten Z. Kolk; Fleur V. Y. Tjong; Albert J. Rogers; Sanjiv M. Narayan; Julia E. Vogt (EMBC, 2024)

ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring. - Rayan Ansari; John Cao; Sabyasachi Bandyopadhyay; Sanjiv M. Narayan; Albert J. Rogers; Mert Pilanci (ICASSP, 2025)

Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram. - Albert J. Rogers; Neal K. Bhatia; Sabyasachi Bandyopadhyay; James E. Tooley; Rayan Ansari; Vyom Thakkar; Justin Xu; Jessica Torres Soto; Jagteshwar S. Tung; Mahmood I. Alhusseini; Paul Clopton; Reza Sameni; et al. (npj Digit. Medicine, 2025)

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. Kolk; Fleur V. Y. Tjong; Sanjiv M. Narayan; et al. (CoRR, 2025)