Prediction of Chemotherapy Response of Osteosarcoma Using Baseline (18)F-FDG Textural Features Machine Learning Approaches with PCA

PURPOSE: Patients with high-grade osteosarcoma undergo several chemotherapy cycles before surgical intervention. Response to chemotherapy, however, is affected by intratumor heterogeneity. In this study, we assessed the ability of a machine learning approach using baseline (18)F-fluorodeoxyglucose (...

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Detalhes bibliográficos
Publicado no:Contrast Media Mol Imaging
Main Authors: Jeong, Su Young, Kim, Wook, Byun, Byung Hyun, Kong, Chang-Bae, Song, Won Seok, Lim, Ilhan, Lim, Sang Moo, Woo, Sang-Keun
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2019
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6681577/
https://ncbi.nlm.nih.gov/pubmed/31427908
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/3515080
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