Author

C. McWilliams

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Physiology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. Champneys· 1 shared C. P. Bourdeaux· 1 shared D. J. Lawson· 1 shared I. D. Gilchrist· 1 shared M. J. C. Thomas· 1 shared R. Santos-Rodriguez· 1 shared T. H. Gould· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperPhysiology

A. Champneys

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1 paper

Recent·Most cited

Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic health care data from MIMIC-III and Bristol, UK.

C. McWilliams, D. J. Lawson, R. Santos-Rodriguez, I. D. Gilchrist, A. Champneys, T. H. Gould, M. J. C. Thomas, C. P. Bourdeaux

The paper develops a machine learning tool to predict ICU discharge readiness using electronic health records from MIMIC-III and Bristol, showing improved performance over traditional criteria.

bioRxiv · Feb 5, 2019Physiology