MRI-Based Deep Learning Method for Classification of IDH Mutation Status

Isocitrate dehydrogenase (IDH) mutation status has emerged as an important prognostic marker in gliomas. This study sought to develop deep learning networks for non-invasive IDH classification using T2w MR images while comparing their performance to a multi-contrast network. Methods: Multi-contrast...

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Detalles Bibliográficos
Autores principales: Bangalore Yogananda, Chandan Ganesh, Wagner, Benjamin C., Truong, Nghi C. D., Holcomb, James M., Reddy, Divya D., Saadat, Niloufar, Hatanpaa, Kimmo J., Patel, Toral R., Fei, Baowei, Lee, Matthew D., Jain, Rajan, Bruce, Richard J., Pinho, Marco C., Madhuranthakam, Ananth J., Maldjian, Joseph A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525372/
https://www.ncbi.nlm.nih.gov/pubmed/37760146
http://dx.doi.org/10.3390/bioengineering10091045

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