Yazar "Peker, Musa" için PubMed İndeksli Yayınlar Koleksiyonu listeleme
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A decision support system to improve medical diagnosis using a combination of k-medoids clustering based attribute weighting and SVM
Peker, Musa (Springer, 2016)The use of machine learning tools has become widespread in medical diagnosis. The main reason for this is the effective results obtained from classification and diagnosis systems developed to help medical professionals in ... -
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 ... -
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 ...