Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics

IntroductionThere is a cumulative risk of 20–40% of developing brain metastases (BM) in solid cancers. Stereotactic radiotherapy (SRT) enables the application of high focal doses of radiation to a volume and is often used for BM treatment. However, SRT can cause adverse radiation effects (ARE), such...

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Główni autorzy:	Simon A. Keek, Manon Beuque, Sergey Primakov, Henry C. Woodruff, Avishek Chatterjee, Janita E. van Timmeren, Martin Vallières, Lizza E. L. Hendriks, Johannes Kraft, Nicolaus Andratschke, Steve E. Braunstein, Olivier Morin, Philippe Lambin
Format:	Artigo
Język:	Inglês
Wydane:	Frontiers Media S.A. 2022-07-01
Seria:	Frontiers in Oncology
Hasła przedmiotowe:	brain metastases (BMs) radiation necrosis (RN) deep learning - artificial neural network radiomics MRI adverse radiation effects
Dostęp online:	https://www.frontiersin.org/articles/10.3389/fonc.2022.920393/full
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