Andrew Bishara, MD
Assistant Professor
Anesthesia
School of Medicine
Awards
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- Kosaka Best Abstract Award Top Finalist - Clinical Research, International Anesthesia Research Society Annual Meeting, 2022
- Anesthesia Resident Teaching Award, University of California, San Francisco (UCSF), 2015-2016
Education & Training
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- Diversity, Equity, and Inclusion Champion Training University of California 06/2022
- Medical Informatics and Artificial Intelligence Bakar Computational Health Sciences Institute at University of California, San Francisco (UCSF) 06/2020
- D.ABA. Anesthesiology University of California, San Francisco (UCSF) 05/2019
- MD Medicine Harvard Medical School (HMS) 05/2014
- BSE Mechanical Engineering Massachusetts Institute of Technology (MIT) 06/2009
Grants and Projects
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- Real-time Prediction of Adverse Outcomes After Surgery, NIH, 2023-2028
- UCSF Core Center for Patient-centric Mechanistic Phenotyping in Chronic Low Back Pain, NIH, 2019-2024
- Real-time Prediction of Adverse Outcomes After Anesthesia, Foundation for Anesthesia Education and Research, 2022-2023
- Comprehensive Anesthesia Research Training, NIH, 1995-2022
Publications (14)
Top publication keywords:
Machine LearningAerospace MedicinePostoperative ComplicationsAnesthesiaPreoperative PeriodAnesthesiologyCoronary Artery DiseaseDeliriumWeightlessness SimulationDecision Support Systems, ClinicalAnastomotic LeakElectronic Health RecordsCreatinineArtificial IntelligenceClinical Deterioration
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Development of a Machine Learning Model of Postoperative Acute Kidney Injury Using Non-Invasive Time-Sensitive Intraoperative Predictors.
Bioengineering (Basel, Switzerland) 2023 Zamirpour S, Hubbard AE, Feng J, Butte AJ, Pirracchio R, Bishara A -
Gender-based time discrepancy in diagnosis of coronary artery disease based on data analytics of electronic medical records.
Frontiers in cardiovascular medicine 2022 Panahiazar M, Bishara AM, Chern Y, Alizadehsani R, Islam SMS, Hadley D, Arnaout R, Beygui RE -
A descriptive appraisal of quality of reporting in a cohort of machine learning studies in anesthesiology.
Anaesthesia, critical care & pain medicine 2022 Kothari R, Chiu C, Moukheiber M, Jehiro M, Bishara A, Lee C, Pirracchio R, Celi LA -
Data Analytics of Electronic Health Records to Enhance Care of Coronary Artery Disease in Younger Women with Avoiding Possible Delay in Treatment.
Studies in health technology and informatics 2022 Panahiazar M, Bishara AM, Chern Y, Alizadehsani R, Latif OS, Hadley D, Beygui RE -
Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare.
NPJ digital medicine 2022 Feng J, Phillips RV, Malenica I, Bishara A, Hubbard AE, Celi LA, Pirracchio R
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Opioid prescribing practices at hospital discharge for surgical patients before and after the Centers for Disease Control and Prevention's 2016 opioid prescribing guideline.
BMC anesthesiology 2022 Langnas E, Bishara A, Croci R, Rodriguez-Monguio R, Wick EC, Chen CL, Guan Z -
Considerations for the implementation of machine learning into acute care settings.
British medical bulletin 2022 Bishara A, Maze EH, Maze M -
Postoperative delirium prediction using machine learning models and preoperative electronic health record data.
BMC anesthesiology 2022 Bishara A, Chiu C, Whitlock EL, Douglas VC, Lee S, Butte AJ, Leung JM, Donovan AL -
Opal: an implementation science tool for machine learning clinical decision support in anesthesia.
Journal of clinical monitoring and computing 2021 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 -
Machine Learning Prediction of Liver Allograft Utilization From Deceased Organ Donors Using the National Donor Management Goals Registry.
Transplantation direct 2021 Bishara AM, Lituiev DS, Adelmann D, Kothari RP, Malinoski DJ, Nudel JD, Sally MB, Hirose R, Hadley DD, Niemann CU -
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020.
Computers in biology and medicine 2020 Alizadehsani R, Khosravi A, Roshanzamir M, Abdar M, Sarrafzadegan N, Shafie D, Khozeimeh F, Shoeibi A, Nahavandi S, Panahiazar M, Bishara A, Beygui RE, Puri R, Kapadia S, Tan RS, Acharya UR -
Differences in clinical deterioration among three sub-phenotypes of COVID-19 patients at the time of first positive test: results from a clustering analysis.
Intensive care medicine 2020 Data Science Collaborative Group -
Development and validation of machine learning models to predict gastrointestinal leak and venous thromboembolism after weight loss surgery: an analysis of the MBSAQIP database.
Surgical endoscopy 2020 Nudel J, Bishara AM, de Geus SWL, Patil P, Srinivasan J, Hess DT, Woodson J -
Reduced-gravity environment hardware demonstrations of a prototype miniaturized flow cytometer and companion microfluidic mixing technology.
Journal of visualized experiments : JoVE 2014 Phipps WS, Yin Z, Bae C, Sharpe JZ, Bishara AM, Nelson ES, Weaver AS, Brown D, McKay TL, Griffin D, Chan EY