Automated diagnosis of pancreatic mucinous and serous cystic neoplasms with modality-fusion deep neural network using multi-modality MRIs

Automated diagnosis of pancreatic mucinous and serous cystic neoplasms with modality-fusion deep neural network using multi-modality MRIs

BackgroundPancreatic cystic neoplasms are increasingly diagnosed with the development of medical imaging technology and people’s self-care awareness. However, two of their sub-types, serous cystic neoplasms (SCN) and mucinous cystic neoplasms (MCN), are often misclassified from each other. Because S...

Full description

Bibliographic Details
Main Authors: Gong Zhang, Weixiang Chen, Zizheng Wang, Fei Wang, Rong Liu, Jianjiang Feng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Oncology
Subjects:
deep neural networks (DNN)
severe cystic neoplasms (SCN)
mucinous cystic neoplasms (MCN)
automatic computer diagnosis (ACD)
computer-aided diagnosis (CAD)
modality fusion
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1181270/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1181270/full

Similar Items