Barnes G - Search Results

1

A machine learning approach to predicting risk of myelodysplastic syndrome.

Radhachandran A, Garikipati A, Iqbal Z, Siefkas A, Barnes G, Hoffman J, Mao Q, Das R. Radhachandran A, et al. Among authors: barnes g. Leuk Res. 2021 Oct;109:106639. doi: 10.1016/j.leukres.2021.106639. Epub 2021 Jun 8. Leuk Res. 2021. PMID: 34171604 Free 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. Among authors: barnes g. 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

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

4

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. Among authors: barnes g. J Clin Med. 2020 Nov 26;9(12):3834. doi: 10.3390/jcm9123834. J Clin Med. 2020. PMID: 33256141 Free PMC article.

5

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

6

Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids.

Lam C, Siefkas A, Zelin NS, Barnes G, Dellinger RP, Vincent JL, Braden G, Burdick H, Hoffman J, Calvert J, Mao Q, Das R. Lam C, et al. Among authors: barnes g. Clin Ther. 2021 May;43(5):871-885. doi: 10.1016/j.clinthera.2021.03.016. Epub 2021 Mar 29. Clin Ther. 2021. PMID: 33865643 Free PMC article.

7

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

8

Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach.

Lam C, Calvert J, Siefkas A, Barnes G, Pellegrini E, Green-Saxena A, Hoffman J, Mao Q, Das R. Lam C, et al. Among authors: barnes g. Health Policy Technol. 2021 Sep;10(3):100554. doi: 10.1016/j.hlpt.2021.100554. Epub 2021 Aug 4. Health Policy Technol. 2021. PMID: 34367900 Free PMC article.

9

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: barnes g. 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.

10

Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification.

Panchavati S, Lam C, Zelin NS, Pellegrini E, Barnes G, Hoffman J, Garikipati A, Calvert J, Mao Q, Das R. Panchavati S, et al. Among authors: barnes g. Healthc Technol Lett. 2021 Aug 31;8(6):139-147. doi: 10.1049/htl2.12017. eCollection 2021 Dec. Healthc Technol Lett. 2021. PMID: 34938570 Free PMC article.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

1,487 results

Search Page

Filters