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Computers in Biology and Medicine|August 13, 2024
Discovery of generalizable TBI phenotypes using multivariate time-series clusteringHamid Ghaderi, Brandon Foreman, Chandan K Reddy, et al.Arxiv|February 5, 2024
Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series ClusteringHamid Ghaderi, Brandon Foreman, Chandan K Reddy, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|January 15, 2024
Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series DataHamid Ghaderi, Brandon Foreman, Amin Nayebi, et al.Journal of Biomedical Informatics|May 24, 2023
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotypingHamid Ghaderi, Brandon Foreman, Amin Nayebi, et al.JMIR Biomedical Engineering|June 22, 2024
Subspace Clustering of Physiological Data From Acute Traumatic Brain Injury Patients: Retrospective Analysis Based on the PROTECT III TrialSina Ehsani, Chandan K Reddy, Brandon Foreman, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 2, 2023
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain InjuryAmin Nayebi, Sindhu Tipirneni, Brandon Foreman, et al.Journal of Biomedical Informatics|July 6, 2023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley valuesAmin Nayebi, Sindhu Tipirneni, Chandan K Reddy, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|March 21, 2022
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain InjuryAmin Nayebi, Sindhu Tipirneni, Brandon Foreman, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|March 21, 2022
Impact of COVID-19 Pandemic on Emergency Department Visits: A Regional Case Study of Informatics Challenges and OpportunitiesHamid Ghaderi, Jeffrey R Stowell, Murtaza Akhter, et al.Studies in Health Technology and Informatics|June 8, 2022
Data Sharing Between Jail and Community Health Systems: Missing Links and Lessons for Re-Entry SuccessGeoffrey Glowalla, Vignesh SubbianPageof 25