The value of machine learning based on CT radiomics in the preoperative identification of peripheral nerve invasion in colorectal cancer: a two-center study

The value of machine learning based on CT radiomics in the preoperative identification of peripheral nerve invasion in colorectal cancer: a two-center study

Abstract Background We aimed to explore the application value of various machine learning (ML) algorithms based on multicenter CT radiomics in identifying peripheral nerve invasion (PNI) of colorectal cancer (CRC). Methods A total of 268 patients with colorectal cancer who underwent CT examination i...

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Bibliographic Details
Main Authors: Nian-jun Liu, Mao-sen Liu, Wei Tian, Ya-nan Zhai, Wei-long Lv, Tong Wang, Shun-Lin Guo
Format: Article
Language:English
Published: SpringerOpen 2024-04-01
Series:Insights into Imaging
Subjects:
Colorectal cancer
Computed tomography
Machine learning
Perineural invasion
Radiomics
Online Access:https://doi.org/10.1186/s13244-024-01664-1

Internet

https://doi.org/10.1186/s13244-024-01664-1

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