Matthew G. Johnson

Publication Activity (10 Years)

Years Active: 1988-2021
Publications (10 Years): 3

Top Topics

Prediction Accuracy

Machine Learning

Clinical Trials

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Santiago Romero-Brufau, Daniel Whitford, Matthew G. Johnson, Joel Hickman, Bruce W. Morlan, Terry M. Therneau, James M. Naessens, Jeanne M. Huddleston
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS). J. Am. Medical Informatics Assoc. 28 (6) (2021)
Santiago Romero-Brufau, Jordan Kautz, Kim Gaines, Curt Storlie, Matthew G. Johnson, Joel Hickman, Jeanne Huddleston
Use of an early warning system with gradual alerting reduces time to therapy in acute inpatient deterioration. AMIA (2018)
Santiago Romero-Brufau, Kim Gaines, Matthew G. Johnson, Joel Hickman, Terry M. Therneau, Jeanne Huddleston
The Mayo Clinic Early Warning Score is superior to MEWS, and nursing pattern recognition can improve its accuracy further. AMIA (2018)
Matthew G. Johnson
"Where Do I Speak Into It?" - A Discussion of the Methods and Motivations of Natural Language Processing. J. Inf. Technol. 3 (3) (1988)