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Automated Machine-Learning Framework Integrating Histopathological and Radiological Information for Predicting IDH1 Mutation Status in Glioma

Diffuse gliomas are the most common malignant primary brain tumors. Identification of isocitrate dehydrogenase 1 (IDH1) mutations aids the diagnostic classification of these tumors and the prediction of their clinical outcomes. While histology continues to play a key role in frozen section diagnosis...

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Detalles Bibliográficos
Autores principales: Wang, Dingqian, Liu, Cuicui, Wang, Xiuying, Liu, Xuejun, Lan, Chuanjin, Zhao, Peng, Cho, William C., Graeber, Manuel B., Liu, Yingchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581043/
https://www.ncbi.nlm.nih.gov/pubmed/36303770
http://dx.doi.org/10.3389/fbinf.2021.718697