Publications by authors named "Isaac Sears"

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Choice of Machine Learning Models Is Important to Predict Post-Operative Infections in Surgical Patients.
Addison Heffernan, Reetam Ganguli, Isaac Sears, Andrew H Stephen, Daithi S Heffernan

Surg Infect (Larchmt)· September 2025

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Antidepressants and antibiotic resistance in urine cultures: a cohort study.
Isaac Sears, Michel Davis, Kevin Gibas, Leonard Mermel, Daithi S Heffernan

Antimicrob Steward Healthc Epidemiol· April 2025

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Using machine learning to predict neurologic injury in venovenous extracorporeal membrane oxygenation recipients: An ELSO Registry analysis.
Andrew Kalra, Preetham Bachina, Benjamin L Shou, Jaeho Hwang, Meylakh Barshay, Isaac Sears

JTCVS Open· October 2024

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Acute brain injury risk prediction models in venoarterial extracorporeal membrane oxygenation patients with tree-based machine learning: An Extracorporeal Life Support Organization Registry analysis.
Andrew Kalra, Preetham Bachina, Benjamin L Shou, Jaeho Hwang, Meylakh Barshay, Isaac Sears

JTCVS Open· August 2024

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Predicting Colonic Neoplasia Surgical Complications: A Machine Learning Approach.
Chibueze A Nwaiwu, Krissia M Rivera Perla, Logan B Abel, Isaac J Sears, Andrew T Barton

Dis Colon Rectum· May 2024

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Predicting Acute Brain Injury in Venoarterial Extracorporeal Membrane Oxygenation Patients with Tree-Based Machine Learning: Analysis of the Extracorporeal Life Support Organization Registry.
Andrew Kalra, Preetham Bachina, Benjamin L Shou, Jaeho Hwang, Meylakh Barshay, Isaac Sears

Res Sq· January 2024

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Utilizing Machine Learning to Predict Neurological Injury in Venovenous Extracorporeal Membrane Oxygenation Patients: An Extracorporeal Life Support Organization Registry Analysis.
Andrew Kalra, Preetham Bachina, Benjamin L Shou, Jaeho Hwang, Meylakh Barshay, Isaac Sears

Res Sq· December 2023

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Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest.
Isaac Sears, Augusto Garcia-Agundez, George Zerveas, William Rudman, Laura Mercurio

Comput Cardiol (2010)· October 2023

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Augmenting Traditional Cardiac and Medical Care in Africa via Telemedicine: A Pilot Study.
Okechukwu N Mgbemena, Isaac Sears, Barry Levine

Cureus· August 2021

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