Davis RL - Search Results

1

eARDS: A multi-center validation of an interpretable machine learning algorithm of early onset Acute Respiratory Distress Syndrome (ARDS) among critically ill adults with COVID-19.

Singhal L, Garg Y, Yang P, Tabaie A, Wong AI, Mohammed A, Chinthala L, Kadaria D, Sodhi A, Holder AL, Esper A, Blum JM, Davis RL, Clifford GD, Martin GS, Kamaleswaran R. Singhal L, et al. Among authors: davis rl. PLoS One. 2021 Sep 24;16(9):e0257056. doi: 10.1371/journal.pone.0257056. eCollection 2021. PLoS One. 2021. PMID: 34559819 Free PMC article. Clinical Trial.

2

Using Machine Learning to Predict Early Onset Acute Organ Failure in Critically Ill Intensive Care Unit Patients With Sickle Cell Disease: Retrospective Study.

Mohammed A, Podila PSB, Davis RL, Ataga KI, Hankins JS, Kamaleswaran R. Mohammed A, et al. Among authors: davis rl. J Med Internet Res. 2020 May 13;22(5):e14693. doi: 10.2196/14693. J Med Internet Res. 2020. PMID: 32401216 Free PMC article.

3

Temporal Differential Expression of Physiomarkers Predicts Sepsis in Critically Ill Adults.

Mohammed A, Van Wyk F, Chinthala LK, Khojandi A, Davis RL, Coopersmith CM, Kamaleswaran R. Mohammed A, et al. Among authors: davis rl. Shock. 2021 Jul 1;56(1):58-64. doi: 10.1097/SHK.0000000000001670. Shock. 2021. PMID: 32991797 Free PMC article.

4

HeMA: A hierarchically enriched machine learning approach for managing false alarms in real time: A sepsis prediction case study.

Liu Z, Khojandi A, Mohammed A, Li X, Chinthala LK, Davis RL, Kamaleswaran R. Liu Z, et al. Among authors: davis rl. Comput Biol Med. 2021 Apr;131:104255. doi: 10.1016/j.compbiomed.2021.104255. Epub 2021 Feb 17. Comput Biol Med. 2021. PMID: 33639353

5

A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier.

van Wyk F, Khojandi A, Mohammed A, Begoli E, Davis RL, Kamaleswaran R. van Wyk F, et al. Among authors: davis rl. Int J Med Inform. 2019 Feb;122:55-62. doi: 10.1016/j.ijmedinf.2018.12.002. Epub 2018 Dec 10. Int J Med Inform. 2019. PMID: 30623784

6

Electrocardiographic changes predate Parkinson's disease onset.

Akbilgic O, Kamaleswaran R, Mohammed A, Ross GW, Masaki K, Petrovitch H, Tanner CM, Davis RL, Goldman SM. Akbilgic O, et al. Among authors: davis rl. Sci Rep. 2020 Jul 9;10(1):11319. doi: 10.1038/s41598-020-68241-6. Sci Rep. 2020. PMID: 32647196 Free PMC article.

7

Predicting Parkinson's Disease and Its Pathology via Simple Clinical Variables.

Karabayir I, Butler L, Goldman SM, Kamaleswaran R, Gunturkun F, Davis RL, Ross GW, Petrovitch H, Masaki K, Tanner CM, Tsivgoulis G, Alexandrov AV, Chinthala LK, Akbilgic O. Karabayir I, et al. Among authors: davis rl. J Parkinsons Dis. 2022;12(1):341-351. doi: 10.3233/JPD-212876. J Parkinsons Dis. 2022. PMID: 34602502 Free PMC article.

8

Applying Artificial Intelligence to Identify Physiomarkers Predicting Severe Sepsis in the PICU.

Kamaleswaran R, Akbilgic O, Hallman MA, West AN, Davis RL, Shah SH. Kamaleswaran R, et al. Among authors: davis rl. Pediatr Crit Care Med. 2018 Oct;19(10):e495-e503. doi: 10.1097/PCC.0000000000001666. Pediatr Crit Care Med. 2018. PMID: 30052552

9

Artificial Intelligence: Progress Towards an Intelligent Clinical Support System.

Kamaleswaran R, Akbilgic O, Hallman MA, West AN, Davis RL, Shah SH. Kamaleswaran R, et al. Among authors: davis rl. Pediatr Crit Care Med. 2019 Apr;20(4):399. doi: 10.1097/PCC.0000000000001874. Pediatr Crit Care Med. 2019. PMID: 30951001 No abstract available.

10

Traveling for Pancreatic Cancer Care Is Worth the Trip.

Alvarez MA, Anderson K, Deneve JL, Dickson PV, Yakoub D, Fleming MD, Chinthala LK, Zareie P, Davis RL, Shibata D, Glazer ES. Alvarez MA, et al. Among authors: davis rl. Am Surg. 2021 Apr;87(4):549-556. doi: 10.1177/0003134820951484. Epub 2020 Oct 28. Am Surg. 2021. PMID: 33108886

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