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MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment
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| Published in: | PLOS ONE |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1871112429651361792 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | PLOS ONE |
| description | |
| discipline_display | Open Access Journals |
| discipline_facet | Open Access Journals |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:104328 |
| institution | FRELIP |
| journal_source_facet | PLOS ONE |
| last_indexed | 2026-07-19T03:31:06.901Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment Open Access Journals General Open Access Journals |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Open Access Journals General Open Access Journals |
| subject_facet | Open Access Journals General Open Access Journals |
| title | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_alt | MMFNet: Un marco multirrama y multiescala con autoatención dispersa adaptativa y fusión entre modalidades para la evaluación de etapas del sueño MMFNet : un cadre multi-branches multi-échelles avec auto-attention parcimonieuse adaptative et fusion cross-modale pour l'évaluation des stades de sommeil MMFNet: Uma estrutura multirramo e multiescala com autoatenção esparsa adaptativa e fusão cross-modal para avaliação do estágio do sono |
| title_auth | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_es_txt | MMFNet: Un marco multirrama y multiescala con autoatención dispersa adaptativa y fusión entre modalidades para la evaluación de etapas del sueño |
| title_fr_txt | MMFNet : un cadre multi-branches multi-échelles avec auto-attention parcimonieuse adaptative et fusion cross-modale pour l'évaluation des stades de sommeil |
| title_full | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_fullStr | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_full_unstemmed | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_pt_txt | MMFNet: Uma estrutura multirramo e multiescala com autoatenção esparsa adaptativa e fusão cross-modal para avaliação do estágio do sono |
| title_short | MMFNet: A multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| title_sort | mmfnet: a multi-branch multi-scale framework with adaptive sparse self-attention and cross-modal fusion for sleep stage assessment |
| topic | Open Access Journals General Open Access Journals |
| url | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0353930 |