Kurum Yazarı "Alçin, Ömer Faruk" PubMed İndeksli Yayınlar Koleksiyonu İçin Listeleme
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Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals
Arı, Berna; Sobahi, Nebras; Alçin, Ömer Faruk; Sengur, Abdulkadir; Acharya, U.Rajendra (Elsevier B.V. All, 2022)Autism Spectrum Disorders (ASD) is a collection of complicated neurological disorders that first show in early childhood. Electroencephalogram (EEG) signals are widely used to record the electrical activities of the brain. ... -
Radiomics and deep learning approach to the differential diagnosis of parotid gland tumors
Gündüz, Emrah; Alçin, Ömer Faruk; Kızılay, Ahmet; Piazza, Cesare (Wolters Kluwer Health, 2022)All studies aimed at the differential diagnosis of benign vs. malignant PGTs or the identification of the commonest PGT subtypes were identified, and five studies were found that focused on deep learning-based differential ... -
Two-stepped majority voting for efficient EEG-based emotion classification
Ismael, Aras Masood; Alçin, Ömer Faruk; Abdalla, Karmand Hussein; Şengür, Abdulkadir (Springer, 2020)In this paper, a novel approach that is based on two-stepped majority voting is proposed for efficient EEG-based emotion classification. Emotion recognition is important for human-machine interactions. Facial features- and ...