Machine learning and deep learning models for preoperative detection of lymph node metastasis in colorectal cancer: a systematic review and meta-analysis.

Objective: To evaluate the diagnostic performance of Machine Learning (ML) and Deep Learning (DL) models for predicting preoperative Lymph Node Metastasis (LNM) in Colorectal Cancer (CRC) patients. Methods: A systematic review and meta-analysis were conducted following PRISMA-DTA and AMSTAR-2 guidel...

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Bibliographic Details

Published in:	Abdominal Radiology Vol. 50; no. 5; pp. 1927 - 1942
Main Authors:	Abbaspour, Elahe, Mansoori, Bahar, Karimzadhagh, Sahand, Chalian, Majid, Pouramini, Alireza, Sheida, Fateme, Daskareh, Mahyar, Haseli, Sara
Format:	Journal Article
Published:	Springer Nature May2025
Online Access:	View this record in EBSCOhost