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A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG
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| Published in: | Brain Informatics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552481194115072 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Brain Informatics |
| description | |
| discipline_display | Psychiatry and Neurology |
| discipline_facet | Psychiatry and Neurology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:58933 |
| institution | FRELIP |
| journal_source_facet | Brain Informatics |
| last_indexed | 2026-06-20T21:20:55.268Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG Psychiatry and Neurology General Psychiatry and Neurology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Psychiatry and Neurology General Psychiatry and Neurology |
| subject_facet | Psychiatry and Neurology General Psychiatry and Neurology |
| title | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_alt | Una arquitectura híbrida profunda CNN-BiLSTM-BiGRU con explicabilidad para la detección de deterioro cognitivo leve mediante EEG Une architecture profonde hybride CNN-BiLSTM-BiGRU avec explicabilité pour la détection des troubles cognitifs légers par EEG Uma arquitetura híbrida profunda CNN-BiLSTM-BiGRU com explicabilidade para detecção de comprometimento cognitivo leve usando EEG |
| title_auth | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_es_txt | Una arquitectura híbrida profunda CNN-BiLSTM-BiGRU con explicabilidad para la detección de deterioro cognitivo leve mediante EEG |
| title_fr_txt | Une architecture profonde hybride CNN-BiLSTM-BiGRU avec explicabilité pour la détection des troubles cognitifs légers par EEG |
| title_full | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_fullStr | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_full_unstemmed | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_pt_txt | Uma arquitetura híbrida profunda CNN-BiLSTM-BiGRU com explicabilidade para detecção de comprometimento cognitivo leve usando EEG |
| title_short | A deep hybrid CNN-BiLSTM-BiGRU architecture with explainability for mild cognitive impairment detection using EEG |
| title_sort | a deep hybrid cnn-bilstm-bigru architecture with explainability for mild cognitive impairment detection using eeg |
| topic | Psychiatry and Neurology General Psychiatry and Neurology |
| url | https://link.springer.com/article/10.1186/s40708-026-00302-4 |