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

por Zamirpour, Siavash, Hubbard, Alan E., Feng, Jean, Butte, Atul J., Pirracchio, Romain, Bishara, Andrew
Publicado 2023

Data Analytics of Electronic Health Records to Enhance Care of Coronary Artery Disease in Younger Women with Avoiding Possible Delay in Treatment

por Panahiazar, Maryam, Bishara, Andrew M., Chern, Yorick, Alizadehsani, Roohallah, Latif, Omar S., Hadley, Dexter, Beygui, Ramin E.
Publicado 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

por Langnas, Erica, Bishara, Andrew, Croci, Rhiannon, Rodriguez-Monguio, Rosa, Wick, Elizabeth C., Chen, Catherine L., Guan, Zhonghui
Publicado 2022

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare

por Feng, Jean, Phillips, Rachael V., Malenica, Ivana, Bishara, Andrew, Hubbard, Alan E., Celi, Leo A., Pirracchio, Romain
Publicado 2022

Gender-based time discrepancy in diagnosis of coronary artery disease based on data analytics of electronic medical records

por Panahiazar, Maryam, Bishara, Andrew M., Chern, Yorick, Alizadehsani, Roohallah, Islam, Sheikh M. Shariful, Hadley, Dexter, Arnaout, Rima, Beygui, Ramin E.
Publicado 2022

Postoperative delirium prediction using machine learning models and preoperative electronic health record data

por Bishara, Andrew, Chiu, Catherine, Whitlock, Elizabeth L., Douglas, Vanja C., Lee, Sei, Butte, Atul J., Leung, Jacqueline M., Donovan, Anne L.
Publicado 2022

Machine Learning Prediction of Liver Allograft Utilization From Deceased Organ Donors Using the National Donor Management Goals Registry

por Bishara, Andrew M., Lituiev, Dmytro S., Adelmann, Dieter, Kothari, Rishi P., Malinoski, Darren J., Nudel, Jacob D., Sally, Mitchell B., Hirose, Ryutaro, Hadley, Dexter D., Niemann, Claus U.
Publicado 2021

Opal: an implementation science tool for machine learning clinical decision support in anesthesia

por Bishara, Andrew, Wong, Andrew, Wang, Linshanshan, Chopra, Manu, Fan, Wudi, Lin, Alan, Fong, Nicholas, Palacharla, Aditya, Spinner, Jon, Armstrong, Rachelle, Pletcher, Mark J., Lituiev, Dmytro, Hadley, Dexter, Butte, Atul
Publicado 2021