Browsing by Author "Aslan, Zülfikar"

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Automatic detection of schizophrenia by applying deep learning over spectrogram images of EEG signals

Aslan, Zülfikar; Akın, Mehmet (International Information and Engineering Technology Association, 2020)

This study presents a method that aims to automatically diagnose Schizophrenia (SZ) patients by using EEG recordings. Unlike many literature studies, the proposed method does not manually extract features from EEG recordings, ...
Boyut arttırma yöntemleri kullanılarak EEG sinyallerinden derin öğrenme tabanlı şizofren durum tespiti

Aslan, Zülfikar (Dicle Üniversitesi, Fen Bilimleri Enstitüsü, 2021)

Günümüzde pek çok çalışma, elektroensefalogram (EEG) verisi inceleyerek beyin aktivitelerini tespit etme, anlama veya yorumlama amacıyla yapılmış ve çeşitli sonuçlar ortaya konulmuştur. Beyin aktivitelerinin anlaşılması, ...
Empirical mode decomposition and convolutional neural network-based approach for diagnosing psychotic disorders from eeg signals

Aslan, Zülfikar; Akın, Mehmet (Springer, 2022)

Psychotic disorders are mental disorders that negatively affect human life. Diagnosis of psychotic patients is usually done in consultation with the patient, and this is a time-consuming process. In this study, a Computer ...