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)

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)

Digitizing clinical trials. - Omer T. Inan; P. Tenaerts; Sheila A. Prindiville; H. R. Reynolds; D. S. Dizon; K. Cooper-Arnold; Mintu P. Turakhia; Mark J. Pletcher; Kenzie L. Preston; Harlan M. Krumholz; Benjamin M. Marlin; Kenneth D. Mandl; et al. (npj Digit. Medicine, 2020)

Privacy-protecting, reliable response data discovery using COVID-19 patient observations. - Jihoon Kim 001; Larissa Neumann; Paulina Paul; Michele E. Day; Michael Aratow; Douglas S. Bell; Jason N. Doctor; Ludwig Christian G. Hinske; Xiaoqian Jiang; Katherine K. Kim; Michael E. Matheny; Daniella Meeker; et al. (J. Am. Medical Informatics Assoc., 2021)

Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. - Tsung-Ting Kuo; Anh Pham; Maxim E. Edelson; Jihoon Kim 001; Jason Chan; Yash Gupta; Lucila Ohno-Machado; David M. Anderson; Chandrasekar Balacha; Tyler Bath; Sally L. Baxter; Andrea Becker-Pennrich; et al. (J. Am. Medical Informatics Assoc., 2023)

A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions. - Emily Robitschek; Asal Bastani; Kathryn Horwath; Savyon Sordean; Mark J. Pletcher; Jennifer C. Lai; Sergio Galletta; Elliott Ash; Jin Ge; Irene Y. Chen (CoRR, 2024)

Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit. - Jean Digitale; Deborah Franzon; Jin Ge; Charles McCulloch; Mark J. Pletcher; Efstathios D. Gennatas (BMC Medical Informatics Decis. Mak., 2025)