PET/CT Based EGFR Mutation Status Classification of NSCLC Using Deep Learning Features and Radiomics Features

• Main Authors: Weicheng Huang (Author), Jingyi Wang (Author), Haolin Wang (Author), Yuxiang Zhang (Author), Fengjun Zhao (Author), Kang Li (Author), Linzhi Su (Author), Fei Kang (Author), Xin Cao (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Purpose: This study aimed to compare the performance of radiomics and deep learning in predicting EGFR mutation status in patients with lung cancer based on PET/CT images, and tried to explore a model with excellent prediction performance to accurately predict EGFR mutation status in patients with n...