A Comparative Analysis of EWT and EMD Techniques in the Diagnosis of Major Depressive Disorder Using EEG: Asymmetry Features and Explainability via SHAP

Nadide Gulsah Gulenc, Gokce Koc, Mahmut Ozturk

Open source

DOI
10.3390/diagnostics16132107
Published
2026-07-05
Container
Diagnostics
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/diagnostics16132107,
  title = {A Comparative Analysis of EWT and EMD Techniques in the Diagnosis of Major Depressive Disorder Using EEG: Asymmetry Features and Explainability via SHAP},
  author = {Nadide Gulsah Gulenc and Gokce Koc and Mahmut Ozturk},
  year = {2026},
  journal = {Diagnostics},
  doi = {10.3390/diagnostics16132107},
  url = {https://doi.org/10.3390/diagnostics16132107}
}

RIS

TY  - JOUR
TI  - A Comparative Analysis of EWT and EMD Techniques in the Diagnosis of Major Depressive Disorder Using EEG: Asymmetry Features and Explainability via SHAP
AU  - Nadide Gulsah Gulenc
AU  - Gokce Koc
AU  - Mahmut Ozturk
PY  - 2026
JO  - Diagnostics
DO  - 10.3390/diagnostics16132107
UR  - https://doi.org/10.3390/diagnostics16132107
ER  - 

APA

Gulenc, N. G., Koc, G., & Ozturk, M. (2026). A Comparative Analysis of EWT and EMD Techniques in the Diagnosis of Major Depressive Disorder Using EEG: Asymmetry Features and Explainability via SHAP. Diagnostics. https://doi.org/10.3390/diagnostics16132107

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