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Picture of Vignesh Subbian

Vignesh Subbian

Associate Professor, Statistics-GIDP | Associate Professor, Applied Mathematics - GIDP | Associate Professor, Systems and Industrial Engineering | Member of the Graduate Faculty | Associate Professor, Biomedical Engineering | Associate Director, BIO5 Institute | Associate Professor, BIO5 Institute | Associate Professor, Clinical Translational Sciences | Associate Professor, Medicine | Associate Director, Biomedical Informatics and Biostatistics (CB2)

Biomedical Engineering

Collaboration(115)

Sairam Parthasarathy
Kenneth Knox
Sanlyn Buxner
Helena Morrison
Nirav Merchant

Page 1 of 23

Grants(14)

Page 1 of 3

Publications(91)

Recent

Impact of the COVID-19 Pandemic on Emergency Department Encounters in a Major Metropolitan Area

2024

covid-19, emergency medicine, pandemic response, public health, urban health

Acute Respiratory Failure From Early Pandemic COVID-19: Noninvasive Respiratory Support vs Mechanical Ventilation

2024

covid-19, respiratory failure, noninvasive support, mechanical ventilation, pandemic

Managed critical care: impact of remote decision-making on patient outcomes

2023

critical care, remote decision-making, patient outcomes, healthcare technology, telemedicine

Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series Data

2023

traumatic brain injury, physiological state, clustering, multivariate data, clinical time-series

Computable Phenotypes for Post-acute sequelae of SARS-CoV-2: A National COVID Cohort Collaborative Analysis

2023

covid-19, post-acute sequelae, sars-cov-2, computable phenotypes, national covid cohort

WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values

2023

interpretableai, time series analysis, machine learning, explainable ai, model interpretability

A Least Absolute Shrinkage and Selection Operator-Derived Predictive Model for Postoperative Respiratory Failure in a Heterogeneous Adult Elective Surgery Patient Population

2023

predictive modeling, respiratory failure, postoperative, elective surgery, patient population

Barriers to Adoption of Tailored Drug-Drug Interaction Clinical Decision Support

2023

drug interactions, clinical decision support, adoption, barriers, tailored treatment

A self-supervised learning-based approach to clustering multivariate time-series data with missing values SLAC-Time) An application to TBI phenotyping

2023

self-supervised learning, clustering, multivariate time-series, missing values, tbi phenotyping

Advances in Clinical Decision Support Systems: Contributions from the 2022 Literature

2023

clinical decision support, healthcare technology, medical informatics, machine learning, healthcare innovation