Classification of Pancreatic Cystic Tumors Based on DenseNet and Transfer Learning

This work applied the classification model of DenseNet combined with transfer learning to classify mucinous cystic tumor (MCN) from serous cystic tumor (SCN) of the pancreas. Firstly, the data of 65 MCNs and 107 SCNs from Changhai Hospital were augemented and preprocessed. Secondly, the classificati...

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Bibliographic Details
Main Authors: TIAN Hui, Wu Jie, BIAN Yun, ZHANG Zhiwei, SHAO Chengwei
Format: Article
Language:zho
Published: Science Press 2023-09-01
Series:Chinese Journal of Magnetic Resonance
Subjects:
Online Access:http://121.43.60.238/bpxzz/article/2023/1000-4556/1000-4556-40-3-270.shtml