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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
312020
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
Journal of Information Science Theory and Practice 7 (3), 31-39, 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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