ORCID "0000-0002-2917-3736" PubMed İndeksli Yayınlar Koleksiyonu için listeleme
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Deep learning model developed by multiparametric MRI in differential diagnosis of parotid gland tumors
Gündüz, Emrah; Alçin, Ömer Faruk; Kızılay, Ahmet; Yıldırım, İsmail Okan (Springer, 2022)Purpose: To create a new artificial intelligence approach based on deep learning (DL) from multiparametric MRI in the differential diagnosis of common parotid tumors. Methods: Parotid tumors were classified using the ... -
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 ...