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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Vydané v:	Frontiers in oncology Ročník 15; s. 1516855
Hlavní autori:	Liu, Yingpeng, Guo, Liping, Wang, Yi, Xu, Qingtao, Zhang, Jingfeng, Meng, Xianyun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland Frontiers Media S.A 04.03.2025
Predmet:	CatBoost dose map Oncology radiation hematologic toxicity radiomics rectal cancer radiomics radiation hematologic toxicity dose map CatBoost rectal cancer
ISSN:	2234-943X, 2234-943X
On-line prístup:	Získať plný text
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