Deep learning-enhanced radiomics for histologic classification and grade stratification of stage IA lung adenocarcinoma: a multicenter study

BackgroundPreoperative prediction models for histologic subtype and grade of stage IA lung adenocarcinoma (LUAD) according to the update of the WHO Classification of Tumors of the Lung in 2021 and the 2020 new grade system are yet to be explored. We aim to develop the noninvasive pathology and grade...

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Guotian Pei, Dawei Wang, Kunkun Sun, Yingshun Yang, Wen Tang, Yanfeng Sun, Siyuan Yin, Qiang Liu, Shuai Wang, Yuqing Huang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-07-01
Subjects:	deep learning artificial intelligence radiomics model lung adenocarcinoma
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2023.1224455/full