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Author

Amin Nayebi

Observed name: Nayebi, Amin
ORCID: 0000-0002-0656-6748
Observed ORCID: 0000-0002-0656-6748
OpenAlex ID: A5039635729
A Framework for Bayesian Optimization in Embedded Subspaces
2019 · Amin Nayebi, Alexander Munteanu, et al. · International Conference on Machine Learning · 77
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
2023 · Amin Nayebi, Sindhu Tipirneni, et al. · Journal of Biomedical Informatics · 65
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping
2023 · Hamid Ghaderi, Brandon Foreman, et al. · Journal of Biomedical Informatics · 24
Predicting Failure of Noninvasive Respiratory Support Using Deep Recurrent Learning
2022 · Patrick T Essay, Jarrod M Mosier, et al. · Respiratory Care · 15
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Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
2021 · Amin Nayebi, Sindhu Tipirneni, et al. · PubMed Central · 9
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury
2022 · Nayebi, Amin, Tipirneni, Sindhu, et al. · PubMed Central · 6
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Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series Data
2023 · Ghaderi, Hamid, Foreman, Brandon, et al. · PubMed Central · 5
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The Effect of Skin Tone Classification on Bias in Bruise Detection
2025 · Dharmi Desai, Amin Nayebi, et al. · Research Square · 1
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Ontology-based Database Design for an Injury Research Platform
2026 · Mohammad Qodrati, Amin Nayebi, et al.
Model Quality in AI-based Bruise Detection: Rethinking IoU and Confidence Thresholds
2025 · Desai, Dharmi, Nayebi, Amin, et al. · PubMed Central
Model Quality in AI-based Bruise Detection: Rethinking IoU and Confidence Thresholds.
2024 · Dharmi Desai, Amin Nayebi, et al. · PubMed
Works count: 11
Citation count: 202
H-index: 6
I10-index: 4
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