Body / AbdominalAI / InformaticsResearch
Dual-center CT radiomics using SHAP predicts microsatellite instability in gastric adenocarcinoma
Frontiers in oncology2w ago
Combining intratumoral plus 3-mm peritumoral CT radiomics features with clinical variables achieved AUC 0.891 for predicting MSI status in gastric adenocarcinoma, outperforming clinical-only model (AUC 0.771) in a dual-center study.
- The combined intratumoral+peritumoral radiomics model with clinical variables yielded an AUC of 0.891, compared to 0.771 for clinical-only model.
- SHAP analysis provided interpretability of radiomic features.
- The study is limited by few MSI-high cases and IHC reference, requiring prospective validation.
Automated summary
RadPigeon summaries are original and for information only. They are not clinical advice.