Feasibility of Multimodal MRI-Based Deep Learning Prediction of High Amino Acid Uptake Regions and Survival in Patients With Glioblastoma

Purpose: Amino acid PET has shown high accuracy for the diagnosis and prognostication of malignant gliomas, however, this imaging modality is not widely available in clinical practice. This study explores a novel end-to-end deep learning framework (“U-Net”) for its feasibility to detect high amino a...

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Detalles Bibliográficos
Autores principales: Jeong, Jeong-Won, Lee, Min-Hee, John, Flóra, Robinette, Natasha L., Amit-Yousif, Alit J., Barger, Geoffrey R., Mittal, Sandeep, Juhász, Csaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neurology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928045/
https://www.ncbi.nlm.nih.gov/pubmed/31920928
http://dx.doi.org/10.3389/fneur.2019.01305

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928045/
https://www.ncbi.nlm.nih.gov/pubmed/31920928
http://dx.doi.org/10.3389/fneur.2019.01305

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