Publications

REACH-BMAS (Body-Map Auto-Segmentation): Screening Body-Map Drawings for Chronic Widespread Pain.

de Rinaldis E, Hue TF, Cummings J, Peterson TA, Bailey JF, Lotz JC, Bishara A, REACH Investigators

Pain medicine (Malden, Mass.)
. Jan 21, 2026
A Summary of Pain Locations and Neuropathic Patterns Extracted Automatically from Patient Self-Reported Sensation Drawings.

Bishara A, de Rinaldis E, Hue TF, Peterson T, Cummings J, Torres-Espin A, Bailey JF, Lotz JC

International journal of environmental research and public health
. Sep 19, 2025
Development of a machine learning-derived model to predict unplanned ICU admissions after major non-cardiac surgery.

Chiu C, Braehler MR, Donovan AL, Butte AJ, Pirracchio R, Bishara AM

BMC anesthesiology
. Jul 17, 2025
Machine Learning for the Prediction of Procedural Case Durations Developed Using a Large Multicenter Database: Algorithm Development and Validation Study.

Kendale S, Bishara A, Burns M, Solomon S, Corriere M, Mathis M

JMIR AI
. Sep 8, 2023
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