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Browsing by Author "Bozkurt, Ferda"

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Development of hybrid artificial intelligence based automatic sleep/awake detection

Bozkurt, Mehmet Recep; Ucar, Muhammed Kursad; Bozkurt, Ferda; Bilgin, Cahit (INST ENGINEERING TECHNOLOGY-IET, 2020)

Background and Objective: Obstructive Sleep Apnea is a disease that causes respiratory arrest in sleep and reduces sleep quality. The diagnosis of the disease is made by the physician in two stages by examining the patient ...
Genetik algoritma yöntemi kullanarak yarı iletken diyoda ait parametre çıkarımı

Bozkurt, Ferda (Sakarya Üniversitesi, 2004)

ÖZET Anahtar Kelimeler: Genetik Algoritmalar, Optimizasyon, Genel Diyot Denklemi Diyotlarm akım değerinin hesaplanmasında kullanılan genel diyot denkleminin, simülasyon programlan için kullanılabilir olmadığı bilinmektedir. ...
In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability

Bozkurt, Mehmet Recep; Uçar, Muhammed Kürşad; Bozkurt, Ferda; Bilgin, Cahit (SPRINGER, 2019)

Obstructive sleep apnea is a disease that occurs in connection to pauses in respiration during sleep. Detection of the disease is achieved using a polysomnography device, which is the gold standard in diagnosis. Diagnosis ...
In obstructive sleep apnea patients, automatic determination of respiratory arrests by photoplethysmography signal and heart rate variability

Bozkurt, Mehmet Recep; Uçar, Muhammed Kürşad; Bozkurt, Ferda; Bilgin, Cahit (SPRINGER, 2019)

Obstructive sleep apnea is a disease that occurs in connection to pauses in respiration during sleep. Detection of the disease is achieved using a polysomnography device, which is the gold standard in diagnosis. Diagnosis ...
Obstrüktif uyku apne teşhisi için tek kanal EKG ve hibrit makine öğrenmesi tabanlı yeni bir yöntem

Bozkurt, Ferda (Sakarya Üniversitesi, 2020)

Obstrüktif Uyku Apnesi (OSA) sadece uyku esnasında meydana gelen bir solunum durması rahatsızlığıdır. Bu rahatsızlık sadece uykunun bölünmesine sebep olmakla kalmayıp ölüm ile sonuçlanması da muhtemeldir. Hastalığın teşhisi ...
Signal Processing and Communications Applications Conference

Baris Doruk Gungor; Uçar, Muhammed Kürşad; Bozkurt, Ferda (IEEE, 2015)

In order to assess the health status of newborn babies, a practical method called Apgar score is used. By looking at Apgar score, medics decide whether the newborn need any attention such as resuscitation or intubation. ...
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 ...
Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles

Bozkurt, Ferda; Bozkurt, Mehmet Recep; Uçar, Muhammed Kürşad; Bilgin, Cahit; Köklükaya, Etem (IEEE, 2016)

Due to the intolerable diagnosis procedures of Obstructive sleep apnea syndrome, there are studies conducted for a more tolerable procedure that would comfort the patients. In our study, we used photoplethysmography signal, ...
Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles

Bozkurt, Ferda; Bozkurt, Mehmet Recep; Uçar, Muhammed Kürşad; Bilgin, Cahit; Köklükaya, Etem (IEEE, 2016)

Due to the intolerable diagnosis procedures of Obstructive sleep apnea syndrome, there are studies conducted for a more tolerable procedure that would comfort the patients. In our study, we used photoplethysmography signal, ...