Deep-learning and conventional radiomics to predict IDH genotyping status based on magnetic resonance imaging data in adult diffuse glioma

OBJECTIVES: In adult diffuse glioma, preoperative detection of isocitrate dehydrogenase (IDH) status helps clinicians develop surgical strategies and evaluate patient prognosis. Here, we aim to identify an optimal machine-learning model for prediction of IDH genotyping by combining deep-learning (DL...

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Detalles Bibliográficos
Autores principales: Zhang, Hongjian, Fan, Xiao, Zhang, Junxia, Wei, Zhiyuan, Feng, Wei, Hu, Yifang, Ni, Jiaying, Yao, Fushen, Zhou, Gaoxin, Wan, Cheng, Zhang, Xin, Wang, Junjie, Liu, Yun, You, Yongping, Yu, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499353/
https://www.ncbi.nlm.nih.gov/pubmed/37711207
http://dx.doi.org/10.3389/fonc.2023.1143688

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