Analysis of Dementia EEG Signals Using Empirical Mode Decomposition Variants and Deep Learning
| dc.contributor.author | Senol, Yahya Oguzhan | |
| dc.contributor.author | Akan, Aydin | |
| dc.contributor.author | Cura, Ozlem Karabiber | |
| dc.date.accessioned | 2026-03-27T13:42:38Z | |
| dc.date.available | 2026-03-27T13:42:38Z | |
| dc.date.issued | 2025 | |
| dc.description.sponsorship | The authors would like to thank the physicians of Izmir Katip Celebi University Faculty of Medicine for their valuable contributions during the data acquisition process. | |
| dc.description.sponsorship | İzmir Kâtip Çelebi University, IKCU | |
| dc.identifier.doi | 10.1109/TIPTEKNO68206.2025.11270150 | |
| dc.identifier.isbn | 9798331555658 | |
| dc.identifier.scopus | 2-s2.0-105030538662 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14365/8890 | |
| dc.identifier.uri | https://doi.org/10.1109/TIPTEKNO68206.2025.11270150 | |
| dc.language.iso | en | |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
| dc.relation.ispartof | TIPTEKNO 2025 - Medical Technologies Congress, Proceedings -- 2025 Medical Technologies Congress, TIPTEKNO 2025 -- 26 October 2025 through 28 October 2025 -- Gazi Magusa -- 217812 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | EEMD | |
| dc.subject | 2D-CNN | |
| dc.subject | Topographic Heat Map | |
| dc.subject | Alzheimer’s Dementia (AD) | |
| dc.subject | EMD | |
| dc.title | Analysis of Dementia EEG Signals Using Empirical Mode Decomposition Variants and Deep Learning | en_US |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.scopusid | 60406832500 | |
| gdc.author.scopusid | 35617283100 | |
| gdc.author.scopusid | 57195223021 | |
| gdc.description.department | İzmir University of Economics | |
| gdc.description.departmenttemp | [Senol Y.O.] Izmir University of Economics, Dept. of Electrical and Electronics Engineering, Izmir, Turkey; [Akan A.] Izmir University of Economics, Dept. of Electrical and Electronics Engineering, Izmir, Turkey; [Cura O.K.] Izmir Katip Celebi University, Dept. of Biomedical Engineering, Izmir, Turkey | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.index.type | Scopus | |
| gdc.virtual.author | Akan, Aydın | |
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