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📊 Best model (T+R+C) AUC: up to 0.912 🧾 Integrates MRI radiomics, clinical variables, and NLP-derived report features 🔍 SHAP analysis highlights key imaging, text, and clinical predictors driving decisions link.springer.com/article/10.1... (Raoying Xie et al.)
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Objectives Depth of stromal invasion (DSI) is a key prognostic factor significantly influencing treatment decisions in early-stage cervical cancer (ESCC). This study aims to develop an explainable…
MRI- and report-based multimodal model with SHAP-based explanation for preoperative prediction of deep stromal invasion in early-stage cervical cancer - Insights into Imaging
Insights into Imaging