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Farahnaz Hajipour
ORCID
Publication Activity (10 Years)
Years Active: 2019-2020
Publications (10 Years): 3
Top Topics
Machine Learning Models
Random Forest
Obstructive Sleep Apnea
Logistic Regression
Top Venues
Medical Biol. Eng. Comput.
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Publications
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Farahnaz Hajipour
,
Eleni Giannouli
,
Zahra Moussavi
Acoustic characterization of upper airway variations from wakefulness to sleep with respect to obstructive sleep apnea.
Medical Biol. Eng. Comput.
58 (10) (2020)
Farahnaz Hajipour
,
Mohammad Jafari Jozani
,
Zahra Moussavi
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea.
Medical Biol. Eng. Comput.
58 (10) (2020)
Farahnaz Hajipour
,
Mohammad Jafari Jozani
,
Ahmed Elwali
,
Zahra Moussavi
Regularized logistic regression for obstructive sleep apnea screening during wakefulness using daytime tracheal breathing sounds and anthropometric information.
Medical Biol. Eng. Comput.
57 (12) (2019)