Calvert J - Search Results

1

Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS).

Le S, Pellegrini E, Green-Saxena A, Summers C, Hoffman J, Calvert J, Das R. Le S, et al. Among authors: calvert j. J Crit Care. 2020 Dec;60:96-102. doi: 10.1016/j.jcrc.2020.07.019. Epub 2020 Jul 24. J Crit Care. 2020. PMID: 32777759 Free article.

2

A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study.

Allen A, Mataraso S, Siefkas A, Burdick H, Braden G, Dellinger RP, McCoy A, Pellegrini E, Hoffman J, Green-Saxena A, Barnes G, Calvert J, Das R. Allen A, et al. Among authors: calvert j. JMIR Public Health Surveill. 2020 Oct 22;6(4):e22400. doi: 10.2196/22400. JMIR Public Health Surveill. 2020. PMID: 33090117 Free PMC article.

3

Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study.

Lam C, Tso CF, Green-Saxena A, Pellegrini E, Iqbal Z, Evans D, Hoffman J, Calvert J, Mao Q, Das R. Lam C, et al. Among authors: calvert j. JMIR Form Res. 2021 Sep 14;5(9):e28028. doi: 10.2196/28028. JMIR Form Res. 2021. PMID: 34398784 Free PMC article.

4

Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach.

Desautels T, Das R, Calvert J, Trivedi M, Summers C, Wales DJ, Ercole A. Desautels T, et al. Among authors: calvert j. BMJ Open. 2017 Sep 15;7(9):e017199. doi: 10.1136/bmjopen-2017-017199. BMJ Open. 2017. PMID: 28918412 Free PMC article.

5

Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs.

Barton C, Chettipally U, Zhou Y, Jiang Z, Lynn-Palevsky A, Le S, Calvert J, Das R. Barton C, et al. Among authors: calvert j. Comput Biol Med. 2019 Jun;109:79-84. doi: 10.1016/j.compbiomed.2019.04.027. Epub 2019 Apr 24. Comput Biol Med. 2019. PMID: 31035074 Free PMC article. Clinical Trial.

6

Pediatric Severe Sepsis Prediction Using Machine Learning.

Le S, Hoffman J, Barton C, Fitzgerald JC, Allen A, Pellegrini E, Calvert J, Das R. Le S, et al. Among authors: calvert j. Front Pediatr. 2019 Oct 11;7:413. doi: 10.3389/fped.2019.00413. eCollection 2019. Front Pediatr. 2019. PMID: 31681711 Free PMC article.

7

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial.

Burdick H, Lam C, Mataraso S, Siefkas A, Braden G, Dellinger RP, McCoy A, Vincent JL, Green-Saxena A, Barnes G, Hoffman J, Calvert J, Pellegrini E, Das R. Burdick H, et al. Among authors: calvert j. Comput Biol Med. 2020 Sep;124:103949. doi: 10.1016/j.compbiomed.2020.103949. Epub 2020 Aug 6. Comput Biol Med. 2020. PMID: 32798922 Free PMC article. Clinical Trial.

8

A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients.

Ryan L, Mataraso S, Siefkas A, Pellegrini E, Barnes G, Green-Saxena A, Hoffman J, Calvert J, Das R. Ryan L, et al. Among authors: calvert j. Clin Appl Thromb Hemost. 2021 Jan-Dec;27:1076029621991185. doi: 10.1177/1076029621991185. Clin Appl Thromb Hemost. 2021. PMID: 33625875 Free PMC article.

9

Predicting ventilator-associated pneumonia with machine learning.

Giang C, Calvert J, Rahmani K, Barnes G, Siefkas A, Green-Saxena A, Hoffman J, Mao Q, Das R. Giang C, et al. Among authors: calvert j. Medicine (Baltimore). 2021 Jun 11;100(23):e26246. doi: 10.1097/MD.0000000000026246. Medicine (Baltimore). 2021. PMID: 34115013 Free PMC article.

10

Early prediction of central line associated bloodstream infection using machine learning.

Rahmani K, Garikipati A, Barnes G, Hoffman J, Calvert J, Mao Q, Das R. Rahmani K, et al. Among authors: calvert j. Am J Infect Control. 2022 Apr;50(4):440-445. doi: 10.1016/j.ajic.2021.08.017. Epub 2021 Aug 21. Am J Infect Control. 2022. PMID: 34428529 Free article.

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