CNN-based multi-modal radiomics analysis of pseudo-CT utilization in MRI-only brain stereotactic radiotherapy: a feasibility study

CNN-based multi-modal radiomics analysis of pseudo-CT utilization in MRI-only brain stereotactic radiotherapy: a feasibility study

Abstract Background Pseudo-computed tomography (pCT) quality is a crucial issue in magnetic resonance image (MRI)-only brain stereotactic radiotherapy (SRT), so this study systematically evaluated it from the multi-modal radiomics perspective. Methods 34 cases (< 30 cm³) were retrospectively incl...

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Bibliographic Details
Main Authors: Xin Yang, Bin Feng, Han Yang, Xiaoqi Wang, Huanli Luo, Liyuan Chen, Fu Jin, Ying Wang
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Cancer
Subjects:
Multi-modal radiomics analysis
Pseudo-CT
MRI-only radiotherapy
Online Access:https://doi.org/10.1186/s12885-024-11844-3

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