Wardi G - Search Results

1

Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.

Shashikumar SP, Wardi G, Paul P, Carlile M, Brenner LN, Hibbert KA, North CM, Mukerji SS, Robbins GK, Shao YP, Westover MB, Nemati S, Malhotra A. Shashikumar SP, et al. Among authors: wardi g. Chest. 2021 Jun;159(6):2264-2273. doi: 10.1016/j.chest.2020.12.009. Epub 2020 Dec 17. Chest. 2021. PMID: 33345948 Free PMC article.

2

Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.

Shashikumar SP, Wardi G, Paul P, Carlile M, Brenner LN, Hibbert KA, North CM, Mukerji S, Robbins G, Shao YP, Malhotra A, Westover B, Nemati S. Shashikumar SP, et al. Among authors: wardi g. medRxiv [Preprint]. 2020 Jun 3:2020.05.30.20118109. doi: 10.1101/2020.05.30.20118109. medRxiv. 2020. PMID: 32577682 Free PMC article. Updated. Preprint.

3

Predicting progression to septic shock in the emergency department using an externally generalizable machine learning algorithm.

Wardi G, Carlile M, Holder A, Shashikumar S, Hayden SR, Nemati S. Wardi G, et al. medRxiv [Preprint]. 2020 Nov 4:2020.11.02.20224931. doi: 10.1101/2020.11.02.20224931. medRxiv. 2020. PMID: 33173889 Free PMC article. Updated. Preprint.

4

Age-related incidence and outcomes of sepsis in California, 2008-2015.

Wardi G, Tainter CR, Ramnath VR, Brennan JJ, Tolia V, Castillo EM, Hsia RY, Malhotra A, Schmidt U, Meier A. Wardi G, et al. J Crit Care. 2021 Apr;62:212-217. doi: 10.1016/j.jcrc.2020.12.015. Epub 2020 Dec 23. J Crit Care. 2021. PMID: 33429114 Free PMC article.

5

Predicting Progression to Septic Shock in the Emergency Department Using an Externally Generalizable Machine-Learning Algorithm.

Wardi G, Carlile M, Holder A, Shashikumar S, Hayden SR, Nemati S. Wardi G, et al. Ann Emerg Med. 2021 Apr;77(4):395-406. doi: 10.1016/j.annemergmed.2020.11.007. Epub 2021 Jan 15. Ann Emerg Med. 2021. PMID: 33455840 Free PMC article.

6

A Locally Optimized Data-Driven Tool to Predict Sepsis-Associated Vasopressor Use in the ICU.

Holder AL, Shashikumar SP, Wardi G, Buchman TG, Nemati S. Holder AL, et al. Among authors: wardi g. Crit Care Med. 2021 Dec 1;49(12):e1196-e1205. doi: 10.1097/CCM.0000000000005175. Crit Care Med. 2021. PMID: 34259450 Free PMC article.

7

Artificial intelligence sepsis prediction algorithm learns to say "I don't know".

Shashikumar SP, Wardi G, Malhotra A, Nemati S. Shashikumar SP, et al. Among authors: wardi g. NPJ Digit Med. 2021 Sep 9;4(1):134. doi: 10.1038/s41746-021-00504-6. NPJ Digit Med. 2021. PMID: 34504260 Free PMC article.

8

Inclusion of social determinants of health improves sepsis readmission prediction models.

Amrollahi F, Shashikumar SP, Meier A, Ohno-Machado L, Nemati S, Wardi G. Amrollahi F, et al. Among authors: wardi g. J Am Med Inform Assoc. 2022 Jun 14;29(7):1263-1270. doi: 10.1093/jamia/ocac060. J Am Med Inform Assoc. 2022. PMID: 35511233 Free PMC article.

9

Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence-Based Tools in Critical Care: Web-Based Survey Study.

Mlodzinski E, Wardi G, Viglione C, Nemati S, Crotty Alexander L, Malhotra A. Mlodzinski E, et al. Among authors: wardi g. JMIR Perioper Med. 2023 Jan 27;6:e41056. doi: 10.2196/41056. JMIR Perioper Med. 2023. PMID: 36705960 Free PMC article.

10

Describing Sepsis as a Risk Factor for Cardiovascular Disease.

Wardi G, Pearce A, DeMaria A, Malhotra A. Wardi G, et al. J Am Heart Assoc. 2023 Feb 7;12(3):e028882. doi: 10.1161/JAHA.122.028882. Epub 2023 Feb 1. J Am Heart Assoc. 2023. PMID: 36722383 Free PMC article. No abstract available.

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