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Lymphocytic Reaction Combined with MRI Deep Learning Radiomics in Risk Stratification of Distant Metastases in Rectal Cancer.

Chao Sun, Songli Shi, Jie Sun, Feng Wei, Qian Feng, Liang Yang, Yiming Li

CancersSep 17, 2026PMID 42794984doi:10.3390/cancers18183020 PMC13605595Journal ArticlepubmedProvenance
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PubMed
Retrieved
Sep 30, 2026
Layer
normalized (units and labels harmonized; values unchanged)
Run
ING-PUBMED-20260930-000001
Published

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Objectives: Our aim was to develop an optimal model for predicting distant metastasis (DM) in rectal cancer (RC) via integrating tumor lymphocytic reaction (LR) with deep learning radiomic (DLR) features. Methods: A total of 190 patients with RC were divided into a training cohort (n = 133) and a…

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