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Yearbook of Medical Informatics|December 26, 2023
Advances in Clinical Decision Support Systems: Contributions from the 2022 LiteratureChristoph U Lehmann, Vignesh Subbian, JMIR Medical Informatics|April 16, 2020
Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping AlgorithmPatrick Essay, Jarrod Mosier, Vignesh SubbianStudies 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 SubbianAnnual 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 SubbianJMIR Medical Informatics|July 15, 2020
Decompensation in Critical Care: Early Prediction of Acute Heart Failure OnsetPatrick Essay, Baran Balkan, Vignesh SubbianBiomedical Engineering Education|February 10, 2022
Moving from Pedagogy to Andragogy in Biomedical Engineering Design: Strategies for Lab-at-Home and Distance LearningPhilipp Gutruf, Urs Utzinger, Vignesh SubbianJMIR Human Factors|March 29, 2021
Identifying Barriers to and Opportunities for Telehealth Implementation Amidst the COVID-19 Pandemic by Using a Human Factors Approach: A Leap Into the Future of Health Care Delivery?Tianyi Zhang, Jarrod Mosier, Vignesh SubbianPlos One|December 4, 2025
Characterizing rurality using the All of Us Research Program dataMichael Bradfield, Toluwanimi Olorunnisola, Vignesh SubbianPlos One|May 4, 2026
Development and evaluation of an ontology for non-invasive respiratory support in acute careMd Fantacher Islam, Jarrod Mosier, Vignesh SubbianInternational Journal of Medical Informatics|June 15, 2020
Assessing reproducibility and veracity across machine learning techniques in biomedicine: A case study using TCGA dataAhyoung Amy Kim, Samir Rachid Zaim, Vignesh SubbianPageof 11