Brandon Foreman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Decision Support

Caenorhabditis Elegans

Supervised Learning

Top Venues

J. Biomed. Informatics

Comput. Biol. Medicine

Publications

Hamid Ghaderi, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
Discovery of generalizable TBI phenotypes using multivariate time-series clustering. Comput. Biol. Medicine 180 (2024)
Hamid Ghaderi, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering. CoRR (2024)
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
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 (2023)
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
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 143 (2023)
Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series. CoRR (2023)
Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values. J. Biomed. Informatics 144 (2023)
Jennifer K. Briggs, J. N. Stroh, Tellen Bennett, Soojin Park, David J. Albers, Brandon Foreman
Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision Support. AMIA (2022)
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury. CoRR (2022)
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury. AMIA (2022)
Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian
WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values. CoRR (2022)
Amin Nayebi, Sindhu Tipirneni, Brandon Foreman, Jonathan J. Ratcliff, Chandan K. Reddy, Vignesh Subbian
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury. AMIA (2021)