Osman Erogul
11PUBLICATIONS
15CO-AUTHORS
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Publications (11)
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|Feb 27, 2026
Toward Multi-Dimensional Depression Assessment: EEG-Based Machine Learning and Neurophysiological Interpretation for Diagnosis, Severity, and Cognitive Decline.Farhad Nassehi, Asuhan Zupan, Aykut Eken
|Jan 27, 2026
A Hybrid CNN-SVM Approach for ECG-Based Multi-Class Differential Diagnosis of PTSD, Depression, and Panic Attack.Parisa Ebrahimpour Moghaddam Tasouj, Gökhan Soysal, Osman Eroğul
|Jan 07, 2026
Explainable AI for pain perception: subject-independent EEG decoding using DeepSHAP and CNNs.Feyzi Alkım Aktaş, Aykut Eken, Osman Eroğul
|Aug 28, 2025
SHAP-Based Identification of Potential Acoustic Biomarkers in Patients with Post-Thyroidectomy Voice Disorder.Salih Celepli, Irem Bigat, Bilgi Karakas
|Aug 28, 2025
Diffusion Model-Based Augmentation Using Asymmetric Attention Mechanisms for Cardiac MRI Images.Mertcan Özdemir, Osman Eroğul
|Jun 13, 2025
ECG Signal Analysis for Detection and Diagnosis of Post-Traumatic Stress Disorder: Leveraging Deep Learning and Machine Learning Techniques.Parisa Ebrahimpour Moghaddam Tasouj, Gökhan Soysal, Osman Eroğul
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Frequent Collaborators
2 joint publications
Onur Kocak
2 joint publications
Parisa Ebrahimpour Moghaddam Tasouj
2 joint publications
Gökhan Soysal
2 joint publications
Sinan Yetkin
2 joint publications
Aykut Eken
1 joint publications
Huseyin Nasifoglu
1 joint publications
Ahmet Cankat Ozturk
1 joint publications
Bulent Haznedar
1 joint publications
Cansel Ficici
1 joint publications
Mertcan Özdemir
