Predicting pathological complete response in rectal cancer after chemoradiotherapy with a random forest using (18)F-fluorodeoxyglucose positron emission tomography and computed tomography radiomics

BACKGROUND: Neoadjuvant chemoradiotherapy (NCRT) followed by surgery is the standard treatment for patients with locally advanced rectal cancer. This study developed a random forest (RF) model to predict pathological complete response (pCR) based on radiomics derived from baseline (18)F-fluorodeoxyg...

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Detalles Bibliográficos
Autores principales: Shen, Wei-Chih, Chen, Shang-Wen, Wu, Kuo-Chen, Lee, Peng-Yi, Feng, Chun-Lung, Hsieh, Te-Chun, Yen, Kuo-Yang, Kao, Chia-Hung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7154452/
https://www.ncbi.nlm.nih.gov/pubmed/32309354
http://dx.doi.org/10.21037/atm.2020.01.107

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