Prediction of EGFR Mutation Status in Non-Small Cell Lung Cancer Based on Ensemble Learning

• Main Authors: Youdan Feng (Author), Fan Song (Author), Peng Zhang (Author), Guangda Fan (Author), Tianyi Zhang (Author), Xiangyu Zhao (Author), Chenbin Ma (Author), Yangyang Sun (Author), Xiao Song (Author), Huangsheng Pu (Author), Fei Liu (Author), Guanglei Zhang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objectives: We aimed to identify whether ensemble learning can improve the performance of the epidermal growth factor receptor (EGFR) mutation status predicting model.Methods: We retrospectively collected 168 patients with non-small cell lung cancer (NSCLC), who underwent both computed tomography (C...