Differential diagnosis of pancreatic cystic neoplasms through a radiomics-assisted system

Differential diagnosis of pancreatic cystic neoplasms through a radiomics-assisted system

Pancreatic cystic neoplasms (PCNs) are a group of heterogeneous diseases with distinct prognosis. Existing differential diagnosis methods require invasive biopsy or prolonged monitoring. We sought to develop an inexpensive, non-invasive differential diagnosis system for PCNs based on radiomics featu...

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Bibliographic Details
Main Authors: Zhenglin Dong, Xiahan Chen, Zhaorui Cheng, Yuanbo Luo, Min He, Tao Chen, Zijie Zhang, Xiaohua Qian, Wei Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Oncology
Subjects:
radiomics
computed tomography
pancreatic cystic neoplasm
differential diagnosis
ternary classification model
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.941744/full

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