Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. - Jeffrey G. Klann; Hossein Estiri; Griffin M. Weber; Bertrand Moal; Paul Avillach; Chuan Hong; Amelia L. M. Tan; Brett K. Beaulieu-Jones; Victor M. Castro; Thomas Maulhardt; Alon Geva; Alberto Malovini; et al. (J. Am. Medical Informatics Assoc., 2021)

Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV. - Catherine A. Gao; Plamena Powla; Meghan Hutch; Oluwatosin Akinsola; Yuan Luo 001 (AMIA, 2022)

Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions. - Jeffrey G. Klann; Zachary H. Strasser; Chris J. Kennedy; Meghan Hutch; John H. Holmes; Gabriel A. Brat; Shawn N. Murphy (AMIA, 2022)

Multimodal Machine Learning in Precision Health. - Adrienne S. Kline; Hanyin Wang; Yikuan Li; Saya R. Dennis; Meghan Hutch; Zhenxing Xu; Fei Wang 001; Feixiong Cheng; Yuan Luo 001 (CoRR, 2022)

Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets. - Hanyin Wang; Meghan R. Hutch; Yikuan Li; Adrienne S. Kline; Sebastian Otero; Leena B. Mithal; Emily S. Miller; Andrew Naidech; Yuan Luo 001 (CoRR, 2022)

SurvMaximin: Robust federated approach to transporting survival risk prediction models. - Xuan Wang; Harrison G. Zhang; Xin Xiong; Chuan Hong; Griffin M. Weber; Gabriel A. Brat; Clara-Lea Bonzel; Yuan Luo 001; Rui Duan 004; Nathan P. Palmer; Meghan R. Hutch; Alba Gutiérrez-Sacristán; et al. (J. Biomed. Informatics, 2022)

Multimodal machine learning in precision health: A scoping review. - Adrienne S. Kline; Hanyin Wang; Yikuan Li; Saya R. Dennis; Meghan Hutch; Zhenxing Xu; Fei Wang 001; Feixiong Cheng; Yuan Luo 001 (npj Digit. Medicine, 2022)

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? - Amelia L. M. Tan; Emily J. Getzen; Meghan R. Hutch; Zachary H. Strasser; Alba Gutiérrez-Sacristán; Trang T. Le; Arianna Dagliati; Michele Morris; David A. Hanauer; Bertrand Moal; Clara-Lea Bonzel; William Yuan; et al. (J. Biomed. Informatics, 2023)

Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. - Hanyin Wang; Yikuan Li; Meghan R. Hutch; Adrienne S. Kline; Sebastian Otero; Leena B. Mithal; Emily S. Miller; Andrew Naidech; Yuan Luo 001 (J. Am. Medical Informatics Assoc., 2023)

Collaborative Resource for Intensive care Translational science, Informatics, Comprehensive Analytics, and Learning (CRITICAL). - Yuan Luo 001; Luke V. Rasmussen; Andrew Williams 005; Jared Houghtaling; Andrew P. Michelson; Philip R. O. Payne; James J. Cimino; John D. Osborne; Prasanth Nannapaneni; Yikuan Li; Saki Amagai; Meghan Hutch; et al. (Zenodo, 2024)