3D deep learning versus the current methods for predicting tumor invasiveness of lung adenocarcinoma based on high-resolution computed tomography images.

Frontiers in oncology（2022）

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摘要

We developed a deep learning model that achieved comparable performance to intraoperative frozen section analysis in determining tumor invasiveness. The proposed method may contribute to clinical decisions related to the extent of surgical resection.

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关键词

artificial intelligence,computer-aided diagnosis,intraoperative frozen section,lung adenocarcinoma,non-small cell lung (NSCLC),tumor invasiveness

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