Meghan Hutch

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 5

Top Topics

Machine Learning

Electronic Health Records

Prognostic Models

Evaluation Method

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Jeffrey G. Klann, Zachary H. Strasser, Chris J. Kennedy, Meghan Hutch, John H. Holmes, Gabriel A. Brat, Shawn N. Murphy
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions. AMIA (2022)
Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo
Multimodal Machine Learning in Precision Health. CoRR (2022)
Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo
Multimodal machine learning in precision health: A scoping review. npj Digit. Medicine 5 (2022)
Catherine A. Gao, Plamena Powla, Meghan Hutch, Oluwatosin Akinsola, Yuan Luo
Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV. AMIA (2022)
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, Andrew M. South, Shyam Visweswaran, Michele Morris, Malarkodi J. Samayamuthu, Gilbert S. Omenn, Kee Yuan Ngiam, Kenneth D. Mandl, Martin Boeker, Karen L. Olson, Danielle L. Mowery, Robert W. Follett, David A. Hanauer, Riccardo Bellazzi, Jason H. Moore, Ne-Hooi Will Loh, Douglas S. Bell, Kavishwar B. Wagholikar, Luca Chiovato, Valentina Tibollo, Siegbert Rieg, Anthony L. L. J. Li, Vianney Jouhet, Emily Schriver, Zongqi Xia, Meghan Hutch, Yuan Luo, Isaac S. Kohane, Gabriel A. Brat, Shawn N. Murphy
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J. Am. Medical Informatics Assoc. 28 (7) (2021)