Ray C, Pollack, MM, Gai J, Patel AK. The Association of the Lactate-Albumin Ratio with Mortality and Multi-Organ Dysfunction in Pediatric ICU Patients. Pediatric Critical Care Medicine, May 2023.  DOI: 10.1097/PCC.0000000000003272 

Patel AK, Trujillo-Rivera E,  Morizono H, Pollack MM. The Criticality Index-Mortality: A Dynamic Machine Learning Prediction Algorithm for Mortality Prediction in Children cared for in an ICU. Frontiers in Pediatrics. 2022; Vol. 10

Pollack MM, Trujillo-Rivera E,  Morizono H, Patel AK. Clinical Instability Is a Sign of Severity of Illness: A Cohort Study. Pediatric Critical Care Med. April 28, 2023. DOI: 10.1097/PCC.0000000000003255

Olson T, Pollack MM, Davila B, Patel AK. Hospital survival following pediatric HSCT: changes in complications, ICU therapies and outcomes over 10 years. Front Pediatr. 2023 Oct 12;11:1247792. doi: 10.3389/fped.2023.1247792. PMID: 37900687; PMCID: PMC10601648

Patel AK, Trujillo-Rivera E, Chamberlain J, Morizono H, Heneghan J, Pollack MM. External evaluation of the Dynamic Criticality Index: A machine learning model to predict future need for ICU care in hospitalized pediatric patients. PLoS One. 2024 Jan 29;19(1):e0288233. doi: 10.1371/journal.pone.0288233. PMID: 38285704; PMCID: PMC10824440..

Patel AK, Gai J, Trujillo-Rivera E, Faruqe F, Kim D, Bost J, Pollack M. The Impact of IV Acetaminophen on Opioid Administration in Pediatric Inpatients: A Propensity Score Analysis. JAMA Netw Open. 2021;4(12):e2138420. doi:10.1001/jamanetworkopen.2021.38420

Patel AK, Gai J, Trujillo-Rivera E, Faruqe F, Kim D, Bost J, Pollack M. National Intravenous Acetaminophen Utilization in Pediatric Inpatients from 2011-2016. Journal of Pediatric Pharamcology and Therapeutics. 2022;27(4):358-365. doi: 10.5863/1551-6776-27.4.358

Rivera EAR, Chamberlain J, Patel AK, Zeng-Treitler Q, Workman E, Heneghan J, Morizono H, Kim D, Bost JE, Pollack MM. Dynamic Mortality Risk Predictions for Children in Intensive Care Units: Development and Validation of Machine Learning Models. Pediatr Crit Care Med. 2022 May 1;23(5):344-352.

Ehwerhemuepha L, Roth B, Patel AK, Heutlinger O, Heffernan C, Arrieta A, Sanger T, Cooper D, Shahbaba B, Chang A, Feaster W, Taraman S, Morizono H, Marano R. Association of Congenital and Acquired Cardiovascular Conditions With COVID-19 Severity Among Pediatric Patients in the US. JAMA Netw Open. 2022; 5(5):e2211967.

Mallick N, Mize M, Patel AK. Implementation of a Pediatric Delirium Screening Program in a Pediatric Intensive Care Unit. Crit Care Nurse. 2022 Jun 1;42(3):37-45. doi: 10.4037/ccn2022688. PMID: 35640899..

Rivera EAR, Chamberlain J, Patel AK, Zeng-Treitler Q, Workman E,  Heneghan J, Morizono H, Kim D, Bost JE, Pollack MM. Predicting Future Care Requirements Using Machine Learning for Pediatric Intensive and Routine Care. Crit Care Explor. 2021 Aug 10;3(8):e0505.

Randall K, Patel AK, Talib H. Addressing Parent Load among Academic Pediatricians During the COVID-19 Pandemic. Pediatrics. 2021 Feb 24;147(4).