Identifying key factors for predicting O6-Methylguanine-DNA methyltransferase status in adult patients with diffuse glioma: a multimodal analysis of demographics, radiomics, and MRI by variable Vision Transformer

Abstract Purpose This study aimed to perform multimodal analysis by vision transformer (vViT) in predicting O6-methylguanine-DNA methyl transferase (MGMT) promoter status among adult patients with diffuse glioma using demographics (sex and age), radiomic features, and MRI. Methods The training and t...

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Autors principals: Takuma Usuzaki, Kengo Takahashi, Ryusei Inamori, Yohei Morishita, Takashi Shizukuishi, Hidenobu Takagi, Mami Ishikuro, Taku Obara, Kei Takase
Format: Artigo
Idioma:anglès
Publicat: 2024
Accés en línia:https://doi.org/10.1007/s00234-024-03329-8
https://link.springer.com/content/pdf/10.1007/s00234-024-03329-8.pdf
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