An official website of the United States government Here's how you know

Official websites use .gov

A .gov website belongs to an official government organization in the United States.

Secure .gov websites use HTTPS

A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Search for: All records

Creators/Authors contains: "Nayebi, Amin"

« Prev Next »

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

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

Ghaderi, Hamid; Foreman, Brandon; Nayebi, Amin; Reddy, Chandan K; Subbian, Vignesh (January 2024, AMIA Annual Symposium Proceedings)

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

https://doi.org/10.1016/j.jbi.2023.104438

Nayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Foreman, Brandon; Subbian, Vignesh (August 2023, Journal of Biomedical Informatics)

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

https://doi.org/10.1016/j.jbi.2023.104401

Ghaderi, Hamid; Foreman, Brandon; Nayebi, Amin; Tipirneni, Sindhu; Reddy, Chandan K.; Subbian, Vignesh (July 2023, Journal of Biomedical Informatics)

Full Text Available
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury

Nayebi, Amin; Tipirneni, Sindhu; Foreman, Brandon; Reddy, Chandan K.; Subbian, Vignesh (April 2023, AMIA Annual Symposium proceedings)

Full Text Available
Predicting Failure of Noninvasive Respiratory Support Using Deep Recurrent Learning

https://doi.org/10.4187/respcare.10382

Essay, Patrick T; Mosier, Jarrod M; Nayebi, Amin; Fisher, Julia M; Subbian, Vignesh (March 2023, Respiratory Care)

Full Text Available
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury

Nayebi, Amin; Tipirneni, Sindhu; Foreman, Brandon; Ratcliff, Jonathan; Reddy, Chandan K.; Subbian, Vignesh (February 2022, AMIA Annual Symposium proceedings)

Full Text Available
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury

Nayebi, Amin; Tipirneni, Sindhu; Foreman, Brandon; Ratcliff, Jonathan; Reddy, Chandan K; Subbian, Vignesh (January 2021, Proceedings of the American Medical Informatics Association Annual Symposium)
null (Ed.)
Full Text Available