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Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset
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| Published in: | PLOS ONE |
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| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553925372674048 |
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| 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:91184 |
| institution | FRELIP |
| journal_source_facet | PLOS ONE |
| last_indexed | 2026-06-20T21:44:45.448Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset 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 | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_alt | Aprendizaje profundo unimodal vs. multimodal para la predicción no invasiva de la metilación del promotor MGMT en glioblastoma: Una evaluación sistemática en el conjunto de datos BraTS 2021 Apprentissage profond unimodal vs multimodal pour la prédiction non invasive de la méthylation du promoteur MGMT dans le glioblastome : une évaluation systématique sur l'ensemble de données BraTS 2021 Aprendizado profundo unimodal vs. multimodal para predição não invasiva da metilação do promotor MGMT em glioblastoma: Uma avaliação sistemática no conjunto de dados BraTS 2021 |
| title_auth | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_es_txt | Aprendizaje profundo unimodal vs. multimodal para la predicción no invasiva de la metilación del promotor MGMT en glioblastoma: Una evaluación sistemática en el conjunto de datos BraTS 2021 |
| title_fr_txt | Apprentissage profond unimodal vs multimodal pour la prédiction non invasive de la méthylation du promoteur MGMT dans le glioblastome : une évaluation systématique sur l'ensemble de données BraTS 2021 |
| title_full | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_fullStr | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_full_unstemmed | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_pt_txt | Aprendizado profundo unimodal vs. multimodal para predição não invasiva da metilação do promotor MGMT em glioblastoma: Uma avaliação sistemática no conjunto de dados BraTS 2021 |
| title_short | Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset |
| title_sort | unimodal vs. multimodal deep learning for non-invasive mgmt promoter methylation prediction in glioblastoma: a systematic evaluation on the brats 2021 dataset |
| topic | Open Access Journals General Open Access Journals |
| url | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0351405 |