Radiomics analysis of pulmonary nodules in low-dose CT for early detection of lung cancer
Journal
Medical physics
Journal Volume
45
Journal Issue
4
Date Issued
2018-04
Author(s)
Choi, Wookjin
Oh, Jung Hun
Riyahi, Sadegh
Jiang, Feng
Chen, Wengen
White, Charles
Rimner, Andreas
Mechalakos, James G
Deasy, Joseph O
Lu, Wei
Abstract
To develop a radiomics prediction model to improve pulmonary nodule (PN) classification in low-dose CT. To compare the model with the American College of Radiology (ACR) Lung CT Screening Reporting and Data System (Lung-RADS) for early detection of lung cancer.
Subjects
CT; SVM; lung cancer; pulmonary nodule; radiomics
Type
journal article