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18F-FDG PET/CT Radiomics Models for Precision Diagnosis and Prognosis in NSCLC
Sponsor: Second Affiliated Hospital, School of Medicine, Zhejiang University
Summary
This multicenter retrospective study aims to investigate the value of 18F-FDG PET/CT radiomics features in the preoperative precision staging, pathological typing, gene mutation status prediction, and prognostic risk stratification of patients with Non-Small Cell Lung Cancer (NSCLC). The study involves constructing and validating machine learning models to provide imaging-based evidence for individualized precision clinical decision-making.
Official title: Construction and Validation of Precision Diagnosis and Treatment Models for Non-Small Cell Lung Cancer (NSCLC) Based on 18F-FDG PET/CT Radiomics: A Multicenter Retrospective Clinical Study
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
500
Start Date
2025-07-01
Completion Date
2027-12-31
Last Updated
2026-03-04
Healthy Volunteers
No
Conditions
Locations (4)
Guangdong Second Provincial General Hospital
Guangzhou, Guangdong, China
The First Hospital of China Medical University
Shenyang, Liaoning, China
West China Hospital of Sichuan University
Chengdu, Sichuan, China
The Second Affiliated Hospital, Zhejiang University School of Medicine
Hangzhou, Zhejiang, China