Publications

Development of a Machine Learning Model of Postoperative Acute Kidney Injury Using Non-Invasive Time-Sensitive Intraoperative Predictors.

Zamirpour S, Hubbard AE, Feng J, Butte AJ, Pirracchio R, Bishara A

Bioengineering (Basel, Switzerland)
. Aug 5, 2023
Gender-based time discrepancy in diagnosis of coronary artery disease based on data analytics of electronic medical records.

Panahiazar M, Bishara AM, Chern Y, Alizadehsani R, Islam SMS, Hadley D, Arnaout R, Beygui RE

Frontiers in cardiovascular medicine
. Nov 24, 2022
A descriptive appraisal of quality of reporting in a cohort of machine learning studies in anesthesiology.

Kothari R, Chiu C, Moukheiber M, Jehiro M, Bishara A, Lee C, Pirracchio R, Celi LA

Anaesthesia, critical care & pain medicine
. Jul 8, 2022
Data Analytics of Electronic Health Records to Enhance Care of Coronary Artery Disease in Younger Women with Avoiding Possible Delay in Treatment.

Panahiazar M, Bishara AM, Chern Y, Alizadehsani R, Latif OS, Hadley D, Beygui RE

Studies in health technology and informatics
. Jun 6, 2022
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.

Feng J, Phillips RV, Malenica I, Bishara A, Hubbard AE, Celi LA, Pirracchio R

NPJ digital medicine
. May 31, 2022
Opioid prescribing practices at hospital discharge for surgical patients before and after the Centers for Disease Control and Prevention's 2016 opioid prescribing guideline.

Langnas E, Bishara A, Croci R, Rodriguez-Monguio R, Wick EC, Chen CL, Guan Z

BMC anesthesiology
. May 11, 2022
Considerations for the implementation of machine learning into acute care settings.

Bishara A, Maze EH, Maze M

British medical bulletin
. Mar 21, 2022
Postoperative delirium prediction using machine learning models and preoperative electronic health record data.

Bishara A, Chiu C, Whitlock EL, Douglas VC, Lee S, Butte AJ, Leung JM, Donovan AL

BMC anesthesiology
. Jan 3, 2022
Opal: an implementation science tool for machine learning clinical decision support in anesthesia.

Bishara A, Wong A, Wang L, Chopra M, Fan W, Lin A, Fong N, Palacharla A, Spinner J, Armstrong R, Pletcher MJ, Lituiev D, Hadley D, Butte A

Journal of clinical monitoring and computing
. Nov 27, 2021
Machine Learning Prediction of Liver Allograft Utilization From Deceased Organ Donors Using the National Donor Management Goals Registry.

Bishara AM, Lituiev DS, Adelmann D, Kothari RP, Malinoski DJ, Nudel JD, Sally MB, Hirose R, Hadley DD, Niemann CU

Transplantation direct
. Sep 27, 2021