DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction. - Brandon Ballinger; Johnson Hsieh; Avesh Singh; Nimit Sohoni; Jack Wang 001; Geoffrey H. Tison; Gregory M. Marcus; Jose M. Sanchez; Carol Maguire; Jeffrey E. Olgin; Mark J. Pletcher (AAAI, 2018)

Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. - Geoffrey H. Tison; Jeffrey Zhang 003; Francesca N. Delling; Rahul C. Deo (CoRR, 2018)

Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification. - J. Weston Hughes; Taylor Sittler; Anthony D. Joseph; Jeffrey E. Olgin; Joseph E. Gonzalez; Geoffrey H. Tison (CoRR, 2018)

Identifying heart failure using EMR-based algorithms. - Geoffrey H. Tison; Alanna M. Chamberlain; Mark J. Pletcher; Shannon M. Dunlay; Susan A. Weston; Jill M. Killian; Jeffrey E. Olgin; Véronique L. Roger (Int. J. Medical Informatics, 2018)

Real-world heart rate norms in the Health eHeart study. - Robert Avram; Geoffrey H. Tison; Kirstin Aschbacher; Peter Kuhar; Eric Vittinghoff; Michael Butzner; Ryan Runge; Nancy Wu; Mark J. Pletcher; Gregory M. Marcus; Jeffrey E. Olgin (npj Digit. Medicine, 2019)

3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations. - Bryan Gopal; Ryan W. Han; Gautham Raghupathi; Andrew Y. Ng; Geoffrey H. Tison; Pranav Rajpurkar (ML4H@NeurIPS, 2021)

CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks. - Robert Avram; Jeffrey E. Olgin; Alvin Wan; Zeeshan Ahmed; Louis Verreault-Julien; Sean Abreau; Derek Wan; Joseph E. Gonzalez; Derek Y. So; Krishan Soni; Geoffrey H. Tison (CoRR, 2021)

Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior. - Kirstin Aschbacher; Christian S. Hendershot; Geoffrey H. Tison; Judith A. Hahn; Robert Avram; Jeffrey E. Olgin; Gregory M. Marcus (npj Digit. Medicine, 2021)

Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. - Hari Prasanna Das; Ryan Tran; Japjot Singh; Xiangyu Yue 001; Geoffrey H. Tison; Alberto L. Sangiovanni-Vincentelli; Costas J. Spanos (AAAI, 2022)

BenchMD: A Benchmark for Modality-Agnostic Learning on Medical Images and Sensors. - Kathryn Wantlin; Chenwei Wu 006; Shih-Cheng Huang; Oishi Banerjee; Farah Dadabhoy; Veeral Vipin Mehta; Ryan Wonhee Han; Fang Cao; Raja R. Narayan; Errol Colak; Adewole S. Adamson; Laura Heacock; et al. (CoRR, 2023)

CathAI: fully automated coronary angiography interpretation and stenosis estimation. - Robert Avram; Jeffrey E. Olgin; Zeeshan Ahmed; Louis Verreault-Julien; Alvin Wan; Joshua Barrios; Sean Abreau; Derek Wan; Joseph E. Gonzalez; Jean-Claude Tardif; Derek Y. So; Krishan Soni; et al. (npj Digit. Medicine, 2023)

Evaluation of stenoses using AI video models applied to coronary angiography. - Élodie Labrecque Langlais; Denis Corbin; Olivier Tastet; Ahmad Hayek; Gemina Doolub; Sebastián Mrad; Jean-Claude Tardif; Jean-François Tanguay; Guillaume Marquis-Gravel; Geoffrey H. Tison; Samuel Kadoury; William Le; et al. (npj Digit. Medicine, 2024)