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Machine Learning of Dose-Volume Histogram Parameters Predicting Overall Survival in Patients with Cervical Cancer Treated with Definitive Radiotherapy

PURPOSE: To analyze the effects of dosimetric parameters and clinical characteristics on overall survival (OS) by machine learning algorithms. METHODS AND MATERIALS: 128 patients with cervical cancer were treated with definitive pelvic radiotherapy with or without chemotherapy followed by image-guid...

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Detalles Bibliográficos
Autores principales: Xu, Zhiyuan, Yang, Li, Liu, Qin, Yu, Hao, Chen, Longhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213181/
https://www.ncbi.nlm.nih.gov/pubmed/35747125
http://dx.doi.org/10.1155/2022/2643376