CT-based radiomic features predict tumor grading and have prognostic value in patients with soft tissue sarcomas treated with neoadjuvant radiation therapy.
Radiotherapy and Oncology(2019)
摘要
•CT-based radiomic features have prognostic value in soft tissue sarcoma patients.•CT-based radiomic features differentiate grade 3 STS with moderate performance.•A CT-based radiomic phenotype enables significant patient stratification.•CT-based radiomic phenotypes predict systemic and local progression.
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关键词
Soft tissue sarcoma,Radiomics,Neoadjuvant radiotherapy,Biomarker,Machine learning,Tumor grading
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