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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Detalhes bibliográficos
Publicado no:Int J Radiat Oncol Biol Phys
Main Authors: 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
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Article
Acesso em linha: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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