Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series
2012 · BioMedical Engineering OnLine · 126 citations
https://doi.org/10.1186/1475-925x-11-19
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Shamim Nemati
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Shamim Nemati is an academic researcher from University of California San Diego. The author has contributed to research in topics: Machine Learning in Healthcare & Sepsis Diagnosis and Treatment & Heart Rate Variability and Autonomic Control. The author has an h-index of 39, co-authored 199 publications.
ORCID: 0000-0002-0520-4948Papers by this author
worksImpact of a deep learning sepsis prediction model on quality of care and survival
2024 · npj Digital Medicine · 118 citations
https://doi.org/10.1038/s41746-023-00986-6
Data Fusion for Improved Respiration Rate Estimation
2010 · EURASIP Journal on Advances in Signal Processing · 116 citations
https://doi.org/10.1155/2010/926305
DeepAISE – An interpretable and recurrent neural survival model for early prediction of sepsis
2021 · Artificial Intelligence in Medicine · 91 citations
https://doi.org/10.1016/j.artmed.2021.102036
Depression Severity Classification from Speech Emotion
2018 · 47 citations
https://doi.org/10.1109/embc.2018.8513610
Leveraging clinical data across healthcare institutions for continual learning of predictive risk models
2022 · Scientific Reports · 40 citations
https://doi.org/10.1038/s41598-022-12497-7
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