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2025, Volume 11
1. Issue 1, Mar.
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Volume 11, Issue 1, March 2025

Research Article
Effect of Kernel Functions on the Performance of Support Vector Regression Algorithm in Predicting Patient-Specific Organ Doses from CT Scans

Wencheng Shao, Xin Lin, Ying Huang, Liangyong Qu, Weihai Zhuo^*, Haikuan Liu^*

Issue: Volume 11, Issue 1, March 2025

Pages: 1-11

Received: 11 February 2025

Accepted: 20 February 2025

Published: 21 March 2025

DOI: 10.11648/j.rst.20251101.11

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Abstract: Background: CT examinations are commonly utilized for the diagnosis of internal diseases. The X-rays emitted during CT scans can elevate the risks of developing solid cancers by causing DNA damage. The risk of CT scan-induced solid cancers is intricately linked to the organ doses specific to each patient. The Support Vector Regression (SVR) algorit... Show More

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