Artificial intelligence for pre-operative lymph node staging in colorectal cancer: a systematic review and meta-analysis

Artificial intelligence for pre-operative lymph node staging in colorectal cancer: a systematic review and meta-analysis

Abstract Background Artificial intelligence (AI) is increasingly being used in medical imaging analysis. We aimed to evaluate the diagnostic accuracy of AI models used for detection of lymph node metastasis on pre-operative staging imaging for colorectal cancer. Methods A systematic review was condu...

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Bibliographic Details
Main Authors: Sergei Bedrikovetski, Nagendra N. Dudi-Venkata, Hidde M. Kroon, Warren Seow, Ryash Vather, Gustavo Carneiro, James W. Moore, Tarik Sammour
Format: Article
Language:English
Published: BMC 2021-09-01
Series:BMC Cancer
Subjects:
Colorectal cancer
Artificial intelligence
Radiomics
Deep learning
Machine learning
meta-analysis
Online Access:https://doi.org/10.1186/s12885-021-08773-w

Internet

https://doi.org/10.1186/s12885-021-08773-w

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