Holder A - Search Results

1

An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU.

Nemati S, Holder A, Razmi F, Stanley MD, Clifford GD, Buchman TG. Nemati S, et al. Among authors: holder a. Crit Care Med. 2018 Apr;46(4):547-553. doi: 10.1097/CCM.0000000000002936. Crit Care Med. 2018. PMID: 29286945 Free PMC article.

2

Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction.

Holder AL, Overton E, Lyu P, Kempker JA, Nemati S, Razmi F, Martin GS, Buchman TG, Murphy DJ. Holder AL, et al. Crit Care Med. 2017 Dec;45(12):2014-2022. doi: 10.1097/CCM.0000000000002708. Crit Care Med. 2017. PMID: 28906286 Free PMC article.

3

Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics.

Shashikumar SP, Stanley MD, Sadiq I, Li Q, Holder A, Clifford GD, Nemati S. Shashikumar SP, et al. Among authors: holder a. J Electrocardiol. 2017 Nov-Dec;50(6):739-743. doi: 10.1016/j.jelectrocard.2017.08.013. Epub 2017 Aug 16. J Electrocardiol. 2017. PMID: 28916175 Free PMC article.

4

Doubly-Robust Estimation of Effect of Imaging Resource Utilization on Discharge Decisions in Emergency Departments.

Tabaie A, Chokshi FH, Holder AL, Nemati SN. Tabaie A, et al. Among authors: holder al. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:3256-3259. doi: 10.1109/EMBC.2018.8513076. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441086

5

A FHIR-Enabled Streaming Sepsis Prediction System for ICUs.

Henry JR, Lynch D, Mals J, Shashikumar SP, Holder A, Sharma A, Nemati S. Henry JR, et al. Among authors: holder a. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:4093-4096. doi: 10.1109/EMBC.2018.8513347. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441256

6

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. Among authors: holder a. 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.

7

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. Among authors: holder a. 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.

8

Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical Record Data.

Wong AI, Kamaleswaran R, Tabaie A, Reyna MA, Josef C, Robichaux C, de Hond AAH, Steyerberg EW, Holder AL, Nemati S, Buchman TG, Blum JM. Wong AI, et al. Among authors: holder al. Crit Care Explor. 2021 May 12;3(5):e0402. doi: 10.1097/CCE.0000000000000402. eCollection 2021 May. Crit Care Explor. 2021. PMID: 34079945 Free PMC article.

9

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. Crit Care Med. 2021 Dec 1;49(12):e1196-e1205. doi: 10.1097/CCM.0000000000005175. Crit Care Med. 2021. PMID: 34259450 Free PMC article.

10

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: holder al. 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.

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