Browsing Araştırma Çıktıları / Research Outputs by Author "UCAR, Muhammed Kursad/0000-0002-0636-8645"

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Determination gender-based hybrid artificial intelligence of body muscle percentage by photoplethysmography signal

Ucar, Muhammed Kuersad; Ucar, Kubra; Ucar, Zeliha; Bozkurt, Mehmet Recep (2022)

Background and objective: Muscle mass is one of the critical components that ensure muscle function. Loss of muscle mass at every stage of life can cause many adverse effects. Sarcopenia, which can occur in different age ...
Determination of Body Fat Percentage by Gender Based with Photoplethysmography Signal Using Machine Learning Algorithm

Akman, M.; Ucar, M. K.; Ucar, Z.; Ucar, K.; Barakli, B.; Bozkurt, M. R. (2022)

Objective: Calculation of body fat percentage (BFP) is a frequently encountered problem in the literature. BFP is one of the most significant parameters which should be processed in body weight control programs. Anthropometric ...
Sleep-wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea

Bozkurt, Ferda; Ucar, Muhammed Kursad; Bilgin, Cahit; Zengin, Ahmet (SPRINGER, 2021)

Sleep staging is an important step in the diagnosis of obstructive sleep apnea (OSA) and this step is performed by a physician who visually scores the electroencephalography, electrooculography and electromyography signals ...