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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Dades bibliogràfiques
Publicat a:Int J Radiat Oncol Biol Phys
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: 2018
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Article
Accés en línia: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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