Deep Learning-Based Stage-Wise Risk Stratification for Early Lung Adenocarcinoma in CT Images: A Multi-Center Study

Deep Learning-Based Stage-Wise Risk Stratification for Early Lung Adenocarcinoma in CT Images: A Multi-Center Study

This study aims to develop a deep neural network (DNN)-based two-stage risk stratification model for early lung adenocarcinomas in CT images, and investigate the performance compared with practicing radiologists. A total of 2393 GGNs were retrospectively collected from 2105 patients in four centers....

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Bibliographic Details
Main Authors: Jing Gong, Jiyu Liu, Haiming Li, Hui Zhu, Tingting Wang, Tingdan Hu, Menglei Li, Xianwu Xia, Xianfang Hu, Weijun Peng, Shengping Wang, Tong Tong, Yajia Gu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Cancers
Subjects:
risk stratification
ground glass nodule
lung adenocarcinoma
deep learning
CT image
Online Access:https://www.mdpi.com/2072-6694/13/13/3300

Internet

https://www.mdpi.com/2072-6694/13/13/3300

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