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Ryan T. Demmer
ORCID
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 3
Top Topics
Machine Learning
Diabetes Mellitus
Method For Feature Selection
Critical Care
Top Venues
Int. J. Medical Informatics
Comput. Biol. Medicine
J. Am. Medical Informatics Assoc.
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Publications
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Kushan De Silva
,
Noel Mathews
,
Helena Teede
,
Andrew Forbes
,
Daniel Jönsson
,
Ryan T. Demmer
,
Joanne Enticott
Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data.
Comput. Biol. Medicine
132 (2021)
Kushan De Silva
,
Daniel Jönsson
,
Ryan T. Demmer
A combined strategy of feature selection and machine learning to identify predictors of prediabetes.
J. Am. Medical Informatics Assoc.
27 (3) (2020)
Kushan De Silva
,
Wai Kit Lee
,
Andrew Forbes
,
Ryan T. Demmer
,
Christopher Barton
,
Joanne Enticott
Use and performance of machine learning models for type 2 diabetes prediction in community settings: A systematic review and meta-analysis.
Int. J. Medical Informatics
143 (2020)