Predictive Modeling of Clinical Efficacy for 125I Brachytherapy in Head and Neck Tumors Using Lasso-Logistic Regression

The model effectively predicts <sup>125</sup>I brachytherapy outcomes, aiding clinical evaluation and supporting precision treatment for head and neck tumors.

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Publication Details

Journal
Cancer Management and Research
Published
2025-09-01
DOI
https://doi.org/10.2147/cmar.s524335
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Predictive Modeling of Clinical Efficacy for 125I Brachytherapy in Head and Neck Tumors Using Lasso-Logistic Regression

Yakun Fang, Lai Xu, Yun Liu, Yan Chao
Cancer Management and Research
Radiomics and Machine Learning in Medical Imaging
article

Predictive Modeling of Clinical Efficacy for 125I Brachytherapy in Head and Neck Tumors Using Lasso-Logistic Regression

Yakun Fang, Lai Xu, Yun Liu, Yan Chao
article en

Abstract

The model effectively predicts <sup>125</sup>I brachytherapy outcomes, aiding clinical evaluation and supporting precision treatment for head and neck tumors.

Cancer Management and ResearchVol. Volume 17
Qingdao University (CN), Affiliated Hospital of Qingdao University (CN), Qingdao Municipal Hospital (CN), Qilu Hospital of Shandong University (CN), Qingdao Eighth People's Hospital (CN)
Openalex Percentile: Top 67%
Radiomics and Machine Learning in Medical Imaging
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