Brandon Foreman

14 papers Misc 3Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Methodology for Intracranial Pressure Subpeak Identification Enabling Morphological Feature Analysis.
IEEE Trans. Biomed. Eng.
Varun Vinayak Kalaiarasan, Marcella Miller, Xu Han, Brandon Foreman, Xiaodong Jia
2025 J jnl
Personalizing the Pressure Reactivity Index for Quantifying Cerebral Autoregulation in Neurocritical Care.
IEEE Trans. Biomed. Eng.
Jennifer K. Briggs, J. N. Stroh, Brandon Foreman, Soojin Park, Tellen D. Bennett, David J. Albers
2024 J jnl
A Neurosurgical Readmissions Reduction Program in an Academic Hospital Leveraging Machine Learning, Workflow Analysis, and Simulation.
Appl. Clin. Inform.
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
2024 J jnl
Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering.
CoRR
Hamid Ghaderi, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
2024 J jnl
Discovery of generalizable TBI phenotypes using multivariate time-series clustering.
Comput. Biol. Medicine
Hamid Ghaderi, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
2023 J jnl
A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping.
CoRR
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
2023 J jnl
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.
J. Biomed. Informatics
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
2023 J jnl
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
CoRR
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
2023 J jnl
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values.
J. Biomed. Informatics
Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian
2022 Misc conf
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
AMIA
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
2022 J jnl
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
CoRR
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
2022 Misc conf
Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support.
AMIA
Jennifer K. Briggs, J. N. Stroh, Tellen D. Bennett, Soojin Park, David J. Albers, Brandon Foreman
2022 J jnl
WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values.
CoRR
Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian
2021 Misc conf
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
AMIA
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Jonathan J. Ratcliff, Chandan K. Reddy, Vignesh Subbian