Histologic subtype classification of non-small cell lung cancer using PET/CT images

Volume: 48, Issue: 2, Pages: 350 - 360
Published: Aug 10, 2020
Abstract
To evaluate the capability of PET/CT images for differentiating the histologic subtypes of non-small cell lung cancer (NSCLC) and to identify the optimal model from radiomics-based machine learning/deep learning algorithms. In this study, 867 patients with adenocarcinoma (ADC) and 552 patients with squamous cell carcinoma (SCC) were retrospectively analysed. A stratified random sample of 283 patients (20%) was used as the testing set (173 ADC...
Paper Details
Title
Histologic subtype classification of non-small cell lung cancer using PET/CT images
Published Date
Aug 10, 2020
Volume
48
Issue
2
Pages
350 - 360
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