Novel deep learning algorithm based MRI radiomics for predicting lymph node metastases in rectal cancer

Novel deep learning algorithm based MRI radiomics for predicting lymph node metastases in rectal cancer

Abstract To explore the value of applying the MRI-based radiomic nomogram for predicting lymph node metastasis (LNM) in rectal cancer (RC). This retrospective analysis used data from 430 patients with RC from two medical centers. The patients were categorized into the LNM negative (LNM−) and LNM pos...

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Bibliographic Details
Main Authors: Weiqun Ao, Sikai Wu, Neng Wang, Guoqun Mao, Jian Wang, Jinwen Hu, Xiaoyu Han, Shuitang Deng
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Rectal cancer
Deep learning
Magnetic resonance imaging
Lymph node metastasis
Online Access:https://doi.org/10.1038/s41598-025-96618-y
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