Prediction of micropapillary and solid pattern in lung adenocarcinoma using radiomic values extracted from near-pure histopathological subtypes
Journal
European radiology
Date Issued
2021-01-03
Author(s)
Chen, Li-Wei
Wang, Hao-Jen
Chen, Yi-Chang
Ko, Huan-Jang
Abstract
Near-pure lung adenocarcinoma (ADC) subtypes demonstrate strong stratification of radiomic values, providing basic information for pathological subtyping. We sought to predict the presence of high-grade (micropapillary and solid) components in lung ADCs using quantitative image analysis with near-pure radiomic values.
Subjects
Computed tomography; Histological type of neoplasm; Lung adenocarcinoma; Radiomics; X-Ray
SDGs
Other Subjects
adult; aged; Article; cancer patient; cancer staging; cancer surgery; cohort analysis; computer assisted tomography; controlled study; cross validation; data analysis software; diagnostic accuracy; diagnostic test accuracy study; feature extraction; femal
Type
journal article