Deep CNN models for pulmonary nodule classification: Model modification, model integration, and transfer learning

Deep learning has made spectacular achievements in analysing natural images, but it faces challenges for medical applications partly due to inadequate images. Aiming to classify malignant and benign pulmonary nodules using CT images, we explore different strategies to utilize the state-of-the-art de...

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Bibliographic Details

Published in:	Journal of X-ray science and technology Vol. 27; no. 4; p. 615
Main Authors:	Zhao, Xinzhuo, Qi, Shouliang, Zhang, Baihua, Ma, He, Qian, Wei, Yao, Yudong, Sun, Jianjun
Format:	Journal Article
Language:	English
Published:	Netherlands 01.01.2019
Subjects:	lung cancer deep learning transfer learning Convolutional neural networks nodule classification
ISSN:	1095-9114, 1095-9114
Online Access:	Get more information
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