A CT-based radiomics model for predicting pain relief after radiotherapy in patients with bone metastases: a dual-center study

PurposeThis study aimed to develop and validate a CT-based radiomics model for predicting pain relief after palliative radiotherapy in patients with bone metastases, and to compare the performance of 11 machine learning algorithms.MethodsWe retrospectively enrolled patients with bone metastases who...

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Bibliografische Detailangaben

Hauptverfasser:	Zhiling Wan, Kangning Liu, Heyao Xu, Fei Zhao, Xiaohan Qin, Zexian Wang, Weijia Li, Yuhang Wu, Bowen Hu, Chong Zhou, Xiaojin Wu
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2026-04-01
Schriftenreihe:	Frontiers in Oncology
Schlagworte:	bone metastasis computed tomography machine learning pain relief radiomics radiotherapy
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fonc.2026.1813913/full
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