Radiation hematologic toxicity prediction in rectal cancer: a comparative radiomics-based study on CT image and dose map

Acute radiation hematologic toxicity may disturb the radiotherapy plan and thus decrease the treatment outcome. However, whether the dose map has enough prediction value for detecting hematologic toxicity (HT) is still unknown. In this study, the pre-treatment CT images and the in-treatment dose map...

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Bibliographic Details

Published in:	Frontiers in oncology Vol. 15; p. 1516855
Main Authors:	Liu, Yingpeng, Guo, Liping, Wang, Yi, Xu, Qingtao, Zhang, Jingfeng, Meng, Xianyun
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 04.03.2025
Subjects:	CatBoost dose map Oncology radiation hematologic toxicity radiomics rectal cancer radiomics radiation hematologic toxicity dose map CatBoost rectal cancer
ISSN:	2234-943X, 2234-943X
Online Access:	Get full text
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