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Farahnaz Hajipour
Farahnaz Hajipour
PhD, Data Scientist @SkipTheDishes
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Year
A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea
F Hajipour, MJ Jozani, Z Moussavi
Medical & Biological Engineering & Computing 58, 2517-2529, 2020
302020
Regularized logistic regression for obstructive sleep apnea screening during wakefulness using daytime tracheal breathing sounds and anthropometric information
F Hajipour, MJ Jozani, A Elwali, Z Moussavi
Medical & Biological Engineering & Computing 57, 2641-2655, 2019
122019
Optimal Diversity of Recommendation List for Recommender Systems based on the Users’ Desire Diversity
S Mehrjoo, M Mehrjoo, F Hajipour
Korea Institute of Science and Technology Information, 2019
52019
Spectral and higher order statistical characteristics of expiratory tracheal breathing sounds during wakefulness and sleep in people with different levels of obstructive sleep …
F Hajipour, Z Moussavi
Journal of Medical and Biological Engineering 39, 244-250, 2019
32019
Acoustic characterization of upper airway variations from wakefulness to sleep with respect to obstructive sleep apnea
F Hajipour, E Giannouli, Z Moussavi
Medical & Biological Engineering & Computing 58, 2375-2385, 2020
12020
Obstructive sleep apnea detection during wakefulness: a comprehensive methodological review
AM Alqudah, A Elwali, B Kupiak, F Hajipour, N Jacobson, Z Moussavi
Medical & Biological Engineering & Computing, 1-35, 2024
2024
Tracheal breathing sounds analysis during wakefulness and sleep using machine learning methods: Characterization of upper airway and daytime screening of obstructive sleep apnea
F Hajipour
2021
Random forest analysis of tracheal breathing sounds for predicting obstructive sleep apnea
F Hajipour, MJ Jozani, Z Moussavi
Sleep Medicine 64, S142-S143, 2019
2019
Expiratory Breathing Sounds Characteristics During Wakefulness and Sleep in Mild and Severe Apneic Groups
F Hajipour, Z Moussavi
CMBES Proceedings 40, 2017
2017
Spectral Changes Of Breathing Sounds From Wakefulness To Sleep In People With Different Severity Of Sleep Apnea
F Hajipour, Z Moussavi
C109. NEW TECHNOLOGY IN SLEEP: DIAGNOSTICS AND THERAPEUTICS, A6961-A6961, 2017
2017
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