Hoffman JL - Search Results

1

A computational approach to early sepsis detection.

Calvert JS, Price DA, Chettipally UK, Barton CW, Feldman MD, Hoffman JL, Jay M, Das R. Calvert JS, et al. Among authors: hoffman jl. Comput Biol Med. 2016 Jul 1;74:69-73. doi: 10.1016/j.compbiomed.2016.05.003. Epub 2016 May 12. Comput Biol Med. 2016. PMID: 27208704

2

High-performance detection and early prediction of septic shock for alcohol-use disorder patients.

Calvert J, Desautels T, Chettipally U, Barton C, Hoffman J, Jay M, Mao Q, Mohamadlou H, Das R. Calvert J, et al. Ann Med Surg (Lond). 2016 May 10;8:50-5. doi: 10.1016/j.amsu.2016.04.023. eCollection 2016 Jun. Ann Med Surg (Lond). 2016. PMID: 27489621 Free PMC article.

3

Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach.

Desautels T, Calvert J, Hoffman J, Jay M, Kerem Y, Shieh L, Shimabukuro D, Chettipally U, Feldman MD, Barton C, Wales DJ, Das R. Desautels T, et al. JMIR Med Inform. 2016 Sep 30;4(3):e28. doi: 10.2196/medinform.5909. JMIR Med Inform. 2016. PMID: 27694098 Free PMC article.

4

Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU.

Mao Q, Jay M, Hoffman JL, Calvert J, Barton C, Shimabukuro D, Shieh L, Chettipally U, Fletcher G, Kerem Y, Zhou Y, Das R. Mao Q, et al. Among authors: hoffman jl. BMJ Open. 2018 Jan 26;8(1):e017833. doi: 10.1136/bmjopen-2017-017833. BMJ Open. 2018. PMID: 29374661 Free PMC article.

5

Cost and mortality impact of an algorithm-driven sepsis prediction system.

Calvert J, Hoffman J, Barton C, Shimabukuro D, Ries M, Chettipally U, Kerem Y, Jay M, Mataraso S, Das R. Calvert J, et al. J Med Econ. 2017 Jun;20(6):646-651. doi: 10.1080/13696998.2017.1307203. Epub 2017 Apr 3. J Med Econ. 2017. PMID: 28294646 Free article.

6

Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients.

Calvert J, Saber N, Hoffman J, Das R. Calvert J, et al. Diagnostics (Basel). 2019 Feb 13;9(1):20. doi: 10.3390/diagnostics9010020. Diagnostics (Basel). 2019. PMID: 30781800 Free PMC article.

7

Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting.

Desautels T, Calvert J, Hoffman J, Mao Q, Jay M, Fletcher G, Barton C, Chettipally U, Kerem Y, Das R. Desautels T, et al. Biomed Inform Insights. 2017 Jun 12;9:1178222617712994. doi: 10.1177/1178222617712994. eCollection 2017. Biomed Inform Insights. 2017. PMID: 28638239 Free PMC article.

8

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. Front Pediatr. 2019 Oct 11;7:413. doi: 10.3389/fped.2019.00413. eCollection 2019. Front Pediatr. 2019. PMID: 31681711 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

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: hoffman 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.

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