Evaluation of classification and regression tree (CART) model in weight loss prediction following head and neck cancer radiation therapy

Evaluation of classification and regression tree (CART) model in weight loss prediction following head and neck cancer radiation therapy

Objective: We explore whether a knowledge–discovery approach building a Classification and Regression Tree (CART) prediction model for weight loss (WL) in head and neck cancer (HNC) patients treated with radiation therapy (RT) is feasible. Methods and materials: HNC patients from 2007 to 2015 were i...

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Bibliographic Details
Main Authors: Zhi Cheng, MD MPH, Minoru Nakatsugawa, PhD, Chen Hu, PhD, Scott P. Robertson, PhD, Xuan Hui, MD MS, Joseph A. Moore, PhD, Michael R. Bowers, BS, Ana P. Kiess, MD PhD, Brandi R. Page, MD, Laura Burns, BSN, Mariah Muse, BSN, Amanda Choflet, MS RN OCN, Kousuke Sakaue, MS, Shinya Sugiyama, MS, Kazuki Utsunomiya, MS, John W. Wong, PhD, Todd R. McNutt, PhD, Harry Quon, MD MS
Format: Article
Language:English
Published: Elsevier 2018-07-01
Series:Advances in Radiation Oncology
Online Access:http://www.sciencedirect.com/science/article/pii/S2452109417302294

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