Green-Saxena A - Search Results

1

Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY 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. J Clin Med. 2020 Nov 26;9(12):3834. doi: 10.3390/jcm9123834. J Clin Med. 2020. PMID: 33256141 Free PMC article.

2

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. 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.

3

Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study.

Ryan L, Lam C, Mataraso S, Allen A, Green-Saxena A, Pellegrini E, Hoffman J, Barton C, McCoy A, Das R. Ryan L, et al. Ann Med Surg (Lond). 2020 Nov;59:207-216. doi: 10.1016/j.amsu.2020.09.044. Epub 2020 Oct 3. Ann Med Surg (Lond). 2020. PMID: 33042536 Free PMC article.

4

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. Clin Appl Thromb Hemost. 2021 Jan-Dec;27:1076029621991185. doi: 10.1177/1076029621991185. Clin Appl Thromb Hemost. 2021. PMID: 33625875 Free PMC article.

5

Effect of a sepsis prediction algorithm on patient mortality, length of stay and readmission: a prospective multicentre clinical outcomes evaluation of real-world patient data from US hospitals.

Burdick H, Pino E, Gabel-Comeau D, McCoy A, Gu C, Roberts J, Le S, Slote J, Pellegrini E, Green-Saxena A, Hoffman J, Das R. Burdick H, et al. BMJ Health Care Inform. 2020 Apr;27(1):e100109. doi: 10.1136/bmjhci-2019-100109. BMJ Health Care Inform. 2020. PMID: 32354696 Free PMC article.

6

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. JMIR Public Health Surveill. 2020 Oct 22;6(4):e22400. doi: 10.2196/22400. JMIR Public Health Surveill. 2020. PMID: 33090117 Free PMC article.

7

Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals.

Burdick H, Pino E, Gabel-Comeau D, Gu C, Roberts J, Le S, Slote J, Saber N, Pellegrini E, Green-Saxena A, Hoffman J, Das R. Burdick H, et al. BMC Med Inform Decis Mak. 2020 Oct 27;20(1):276. doi: 10.1186/s12911-020-01284-x. BMC Med Inform Decis Mak. 2020. PMID: 33109167 Free PMC article.

8

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: green saxena a. JMIR Form Res. 2021 Sep 14;5(9):e28028. doi: 10.2196/28028. JMIR Form Res. 2021. PMID: 34398784 Free PMC article.

9

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. 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.

10

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: green saxena a. Medicine (Baltimore). 2021 Jun 11;100(23):e26246. doi: 10.1097/MD.0000000000026246. Medicine (Baltimore). 2021. PMID: 34115013 Free PMC article.

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