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Osman Erogul

11PUBLICATIONS

15CO-AUTHORS

Major global burdens of diseaseSystems physiologyPsycholinguistics (incl. speech production and comprehension)Computational physiologyBiomedical imaging

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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

Frequent Collaborators

2 joint publications

Onur Kocak

2 joint publications

Parisa Ebrahimpour Moghaddam Tasouj

2 joint publications

Gökhan Soysal

2 joint publications

Sinan Yetkin

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