Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury. - Amin Nayebi; Sindhu Tipirneni; Brandon Foreman; Jonathan J. Ratcliff; Chandan K. Reddy; Vignesh Subbian (AMIA, 2021)

Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support. - Jennifer K. Briggs; J. N. Stroh; Tellen D. Bennett; Soojin Park; David J. Albers; Brandon Foreman (AMIA, 2022)

An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury. - Amin Nayebi; Sindhu Tipirneni; Brandon Foreman; Chandan K. Reddy; Vignesh Subbian (AMIA, 2022)

A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping. - Hamid Ghaderi; Brandon Foreman; Amin Nayebi; Sindhu Tipirneni; Chandan K. Reddy; Vignesh Subbian (CoRR, 2023)

Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series. - Hamid Ghaderi; Brandon Foreman; Amin Nayebi; Sindhu Tipirneni; Chandan K. Reddy; Vignesh Subbian (CoRR, 2023)

A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping. - Hamid Ghaderi; Brandon Foreman; Amin Nayebi; Sindhu Tipirneni; Chandan K. Reddy; Vignesh Subbian (J. Biomed. Informatics, 2023)

WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values. - Amin Nayebi; Sindhu Tipirneni; Chandan K. Reddy; Brandon Foreman; Vignesh Subbian (J. Biomed. Informatics, 2023)

A Neurosurgical Readmissions Reduction Program in an Academic Hospital Leveraging Machine Learning, Workflow Analysis, and Simulation. - Tzu-Chun Wu; Abraham Kim; Ching-Tzu Tsai; Andy Gao; Taran Ghuman; Anne Paul; Alexandra Castillo; Joseph Cheng; Owoicho Adogwa; Laura B. Ngwenya; Brandon Foreman; Danny T. Y. Wu (Appl. Clin. Inform., 2024)

Discovery of generalizable TBI phenotypes using multivariate time-series clustering. - Hamid Ghaderi; Brandon Foreman; Chandan K. Reddy; Vignesh Subbian (Comput. Biol. Medicine, 2024)

A Novel Methodology for Intracranial Pressure Subpeak Identification Enabling Morphological Feature Analysis. - Varun Vinayak Kalaiarasan; Marcella Miller; Xu Han; Brandon Foreman; Xiaodong Jia (IEEE Trans. Biomed. Eng., 2025)