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Amin Nayebi
Amin Nayebi
Systems and Industrial Engineering, University of Arizona
Verifierad e-postadress på email.arizona.edu - Startsida
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A framework for Bayesian optimization in embedded subspaces
A Nayebi, A Munteanu, M Poloczek
International Conference on Machine Learning, 4752-4761, 2019
1232019
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury
A Nayebi, S Tipirneni, B Foreman, J Ratcliff, CK Reddy, V Subbian
Proceedings of the American Medical Informatics Association Annual Symposium, 2021
72021
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping
H Ghaderi, B Foreman, A Nayebi, S Tipirneni, CK Reddy, V Subbian
Journal of Biomedical Informatics 143, 104401, 2023
42023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
A Nayebi, S Tipirneni, CK Reddy, B Foreman, V Subbian
Journal of Biomedical Informatics 144, 104438, 2023
32023
Predicting Failure of Noninvasive Respiratory Support Using Deep Recurrent Learning
JM Mosier, A Nayebi, JM Fisher, V Subbian
Respiratory Care 68 (4), 488-496, 2023
22023
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series
H Ghaderi, B Foreman, A Nayebi, S Tipirneni, CK Reddy, V Subbian
arXiv e-prints, arXiv: 2303.13024, 2023
12023
An empirical comparison of explainable artificial intelligence methods for clinical data: a case study on traumatic brain injury
A Nayebi, S Tipirneni, B Foreman, CK Reddy, V Subbian
AMIA annual symposium proceedings 2022, 815, 2022
12022
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Artiklar 1–7