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Heliyon|March 21, 2024
Robust diagnosis recommendation system for Primary Care Telemedicine using long short-term memory multi-class sequence classificationPatrick Essay, Ajaykumar Rajasekharan
Studies in Health Technology and Informatics|May 27, 2021
Phenotyping COVID-19 Patients by Ventilation Therapy: Data Quality Challenges and Cohort CharacterizationPatrick Essay, Jarrod Mosier, Vignesh Subbian
JMIR Medical Informatics|April 16, 2020
Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping AlgorithmPatrick Essay, Jarrod Mosier, Vignesh Subbian
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 17, 2018
Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case StudyBaran Balkan, Patrick Essay, Vignesh Subbian
JMIR Medical Informatics|July 15, 2020
Decompensation in Critical Care: Early Prediction of Acute Heart Failure OnsetPatrick Essay, Baran Balkan, Vignesh Subbian
The American Journal of Managed Care|July 31, 2023
Managed critical care: impact of remote decision-making on patient outcomesPatrick Essay, Tianyi Zhang, Jarrod Mosier, et al.
Critical Care Explorations|March 9, 2022
Validation of an Electronic Phenotyping Algorithm for Patients With Acute Respiratory FailurePatrick Essay, Julia M Fisher, Jarrod M Mosier, et al.
JMIR Medical Informatics|January 26, 2019
The Connected Intensive Care Unit Patient: Exploratory Analyses and Cohort Discovery From a Critical Care Telemedicine DatabasePatrick Essay, Tala B Shahin, Baran Balkan, et al.
CHEST Critical Care|April 22, 2024
Acute Respiratory Failure From Early Pandemic COVID-19: Noninvasive Respiratory Support vs Mechanical VentilationJulia M Fisher, Vignesh Subbian, Patrick Essay, et al.
Medrxiv : the Preprint Server for Health Sciences|January 4, 2023
Outcomes in Patients with Acute Hypoxemic Respiratory Failure Secondary to COVID-19 Treated with Noninvasive Respiratory Support versus Invasive Mechanical VentilationJulia M Fisher, Vignesh Subbian, Patrick Essay, et al.
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