Yazar "MÜ, Teknoloji Fakültesi, Bilişim Sistemleri Mühendisliği Bölümü" için PubMed İndeksli Yayınlar Koleksiyonu listeleme
-
Determining the Appropriate Amount of Anesthetic Gas Using DWT and EMD Combined with Neural Network
Coşkun, Mustafa; Gürüler, Hüseyin; İstanbullu, Ayhan; Peker, Musa (Springer, 2015)The spectrum of EEG has been studied to predict the depth of anesthesia using variety of signal processing methods up to date. Those standard models have used the full spectrum of EEG signals together with the systolic-diastolic ... -
Development of a Smart Signalization for Emergency Vehicles
Siddiqi, Muhammad Hameed; Alruwaili, Madallah; Tarımer, İlhan; Karadağ, Buse Cennet; Alhwaiti, Yousef (MDPI, 2023)As the population increases, the number of motorized vehicles on the roads also increases. As the number of vehicles increases, traffic congestion occurs. Traffic lights are used at road junctions, intersections, pedestrian ... -
An Efficient and Reliable Algorithm for Wireless Sensor Network
Khan, Faheem; Ahmad, Shabir; Gürüler, Hüseyin; Çetin, Gürcan; Whangbo, Taegkeun; Kim, Cheong-Ghil (Multidisciplinary Digital Publishing Institute (MDPI), 2021)In wireless sensor networks (WSN), flooding increases the reliability in terms of successful transmission of a packet with higher overhead. The flooding consumes the resources of the network quickly, especially in sensor ... -
Evaluation of the Nexus X-ray rules in blunt thorax trauma
Acar, Ethem; Demir, Ahmet; Yıldırım, Birdal; Kaya, Gökhan; Alataş, Ömer Doğan; Kılınç, Rabia Mihriban; Özkaraca, Osman; Zeybek, Arife (Turkish Assoc Trauma Emergency Surgery, 2020)BACKGROUND: There is still no agreed radiographic rule for the evaluation of blunt thoracic trauma. Emergency physicians want radiography according to their experience and examination findings. Various studies have been ... -
Monkeypox Detection Using CNN with Transfer Learning
Altun, Murat; Gürüler, Hüseyin; Özkaraca, Osman; Khan, Faheem; Khan, Jawad; Lee, Youngmoon (MDPI, 2023)Monkeypox disease is caused by a virus that causes lesions on the skin and has been observed on the African continent in the past years. The fatal consequences caused by virus infections after the COVID pandemic have caused ... -
A new approach for automatic sleep scoring: Combining Taguchi based complex-valued neural network and complex wavelet transform
Peker, Musa (Elsevier Ireland Ltd, 2016)Automatic classification of sleep stages is one of the most important methods used for diagnostic procedures in psychiatry and neurology. This method, which has been developed by sleep specialists, is a time-consuming and ... -
Rapid Automated Classification of Anesthetic Depth Levels using GPU Based Parallelization of Neural Networks
Peker, Musa; Sen, Baha; Gürüler, Hüseyin (Springer, 2015)The effect of anesthesia on the patient is referred to as depth of anesthesia. Rapid classification of appropriate depth level of anesthesia is a matter of great importance in surgical operations. Similarly, accelerating ... -
Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques
Sagbas, Ensar Arif; Korukoglu, Serdar; Ballı, Serkan (Springer, 2020)Stress is one of the biggest problems in modern society. It may not be possible for people to perceive if they are under high stress or not. It is important to detect stress early and unobtrusively. In this context, stress ...