Chris McWilliams
Overview
Explore the profile of Chris McWilliams including associated specialties, affiliations and a list of published articles.
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Articles
8
Citations
143
Followers
0
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Recent Articles
1.
Sullivan B, Barker E, MacGregor L, Gorman L, Williams P, Bhamber R, et al.
BMC Med Inform Decis Mak
. 2025 Mar;
25(1):123.
PMID: 40065374
Purpose: Assessing risk factors and creating prediction models from real-world medical data is challenging, requiring numerous modelling decisions with clinical guidance. Logistic regression is a common model for such studies,...
2.
Wac M, Santos-Rodriguez R, McWilliams C, Bourdeaux C
JMIR Hum Factors
. 2025 Feb;
12:e56880.
PMID: 39908549
Background: Increasing use of computational methods in health care provides opportunities to address previously unsolvable problems. Machine learning techniques applied to routinely collected data can enhance clinical tools and improve...
3.
Fitzgerald M, Cohen A, Jaudon T, Vogel J, Koppes A, Santos L, et al.
Cell
. 2024 Oct;
187(20):5490-5496.
PMID: 39366339
Long COVID is a chronic and often disabling illness with long-term consequences. Although progress has been made in the clinical characterization of long COVID, no approved treatments exist and disconnects...
4.
Wac M, Craddock I, Chantziara S, Campbell T, Santos-Rodriguez R, Davidson B, et al.
JMIR Hum Factors
. 2023 Sep;
10:e49438.
PMID: 37751239
Background: Dashboards and interactive displays are becoming increasingly prevalent in most health care settings and have the potential to streamline access to information, consolidate disparate data sources and deliver new...
5.
Davidson B, Ferrer Portillo K, Wac M, McWilliams C, Bourdeaux C, Craddock I
JMIR Hum Factors
. 2022 Jan;
9(2):e30523.
PMID: 35038301
Background: Intensive care units (ICUs) around the world are in high demand due to patients with COVID-19 requiring hospitalization. As researchers at the University of Bristol, we were approached to...
6.
Williams P, McWilliams C, Soomro K, Harding I, Gurney S, Thomas M, et al.
J Infect
. 2021 Mar;
82(6):e24-e26.
PMID: 33745917
No abstract available.
7.
Carr E, Bendayan R, Bean D, Stammers M, Wang W, Zhang H, et al.
BMC Med
. 2021 Jan;
19(1):23.
PMID: 33472631
Background: The National Early Warning Score (NEWS2) is currently recommended in the UK for the risk stratification of COVID-19 patients, but little is known about its ability to detect severe...
8.
Curation of an intensive care research dataset from routinely collected patient data in an NHS trust
McWilliams C, Inoue J, Wadey P, Palmer G, Santos-Rodriguez R, Bourdeaux C
F1000Res
. 2019 Sep;
8:1460.
PMID: 31543959
In this data note we provide the details of a research database of 4831 adult intensive care patients who were treated in the Bristol Royal Infirmary, UK between 2015 and...
9.
McWilliams C, Lurgi M, Montoya J, Sauve A, Montoya D
Nat Commun
. 2019 May;
10(1):2322.
PMID: 31127118
Habitat loss (HL) affects species and their interactions, ultimately altering community dynamics. Yet, a challenge for community ecology is to understand how communities with multiple interaction types-hybrid communities-respond to HL...
10.
Voliotis M, Perrett R, McWilliams C, McArdle C, Bowsher C
Proc Natl Acad Sci U S A
. 2014 Jan;
111(3):E326-33.
PMID: 24395805
Cells must sense extracellular signals and transfer the information contained about their environment reliably to make appropriate decisions. To perform these tasks, cells use signal transduction networks that are subject...