Automatic Detection and Classification of Focal Liver Lesions Based on Deep Convolutional Neural Networks: A Preliminary Study

Automatic Detection and Classification of Focal Liver Lesions Based on Deep Convolutional Neural Networks: A Preliminary Study

With the increasing daily workload of physicians, computer-aided diagnosis (CAD) systems based on deep learning play an increasingly important role in pattern recognition of diagnostic medical images. In this paper, we propose a framework based on hierarchical convolutional neural networks (CNNs) fo...

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Bibliographic Details
Main Authors: Jiarong Zhou, Wenzhe Wang, Biwen Lei, Wenhao Ge, Yu Huang, Linshi Zhang, Yingcai Yan, Dongkai Zhou, Yuan Ding, Jian Wu, Weilin Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Oncology
Subjects:
deep learning
focal liver lesions
detection
classification
computed tomography
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.581210/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2020.581210/full

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