Distinguishing True Progression From Radionecrosis After Stereotactic Radiation Therapy for Brain Metastases With Machine Learning and Radiomics

PURPOSE: Treatment effect or radiation necrosis after stereotactic radiosurgery (SRS) for brain metastases is a common phenomenon often indistinguishable from true progression. Radiomics is an emerging field that promises to improve on conventional imaging. In this study, we sought to apply a radiom...

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Библиографические подробности
Опубликовано в: :Int J Radiat Oncol Biol Phys
Главные авторы: Peng, Luke, Parekh, Vishwa, Huang, Peng, Lin, Doris D., Sheikh, Khadija, Baker, Brock, Kirschbaum, Talia, Silvestri, Francesca, Son, Jessica, Robinson, Adam, Huang, Ellen, Ames, Heather, Grimm, Jimm, Chen, Linda, Shen, Colette, Soike, Michael, McTyre, Emory, Redmond, Kristin, Lim, Michael, Lee, Junghoon, Jacobs, Michael A., Kleinberg, Lawrence
Формат: Artigo
Язык:Inglês
Опубликовано: 2018
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Article
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6746307/
https://ncbi.nlm.nih.gov/pubmed/30353872
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijrobp.2018.05.041
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