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Joel Hickman
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 3
Top Topics
Prediction Accuracy
Roc Analysis
Machine Learning
Clinical Trials
Top Venues
AMIA
J. Am. Medical Informatics Assoc.
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Publications
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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)