Improving the Subtype Classification of Non-small Cell Lung Cancer by Elastic Deformation Based Machine Learning.

Non-invasive image-based machine learning models have been used to classify subtypes of non-small cell lung cancer (NSCLC). However, the classification performance is limited by the dataset size, because insufficient data cannot fully represent the characteristics of the tumor lesions. In this work,...

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Bibliographic Details

Published in:	Journal of Digital Imaging Vol. 34; no. 3; pp. 605 - 618
Main Authors:	Gao, Yang, Song, Fan, Zhang, Peng, Liu, Jian, Cui, Jingjing, Ma, Yingying, Zhang, Guanglei, Luo, Jianwen
Format:	diagnostic images equations & formulas research tables/charts Journal Article
Published:	Springer Nature Jun2021
Online Access:	View this record in EBSCOhost