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Yingjie Xv

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Articles

Interpretable Machine Learning Radiomics Model Predicts 5-year Recurrence-Free Survival in Non-metastatic Clear Cell Renal Cell Carcinoma: A Multicenter and Retrospective Cohort Study - Academic Radiology

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By Jia Zhang, Wenxiang Huang, Xuan Zhang, Yong Chen, Shaohao Chen, Qiu Ming, Qing Jiang, Yingjie Xv
| Academic Radiology Verified
Abbreviations ML (machine learning) ccRCC (clear cell renal cell carcinoma) LASSO (least absolute shrinkage and selection operator) SHAP (SHapley Additive exPlanation) RF (random forest) CI (confidential interval) CT (computed tomography) RFS (recurrence-free survival) ECOG-PS (Eastern Cooperative Oncology Group Performance Status) VOI (volume of interest) ICC (intra-observer class correlation) DT (Decision Tree) XGBoost (eXtreme Gradient Boosting) LR (Logistic Regression) SVM (Support Vector...
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Interpretable CT Radiomics-based Machine Learning Model for Preoperative Prediction of Ki-67 Expression in Clear Cell Renal Cell Carcinoma

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By Yingjie Xv, Bangxin Xiao, Zongjie Wei, Youde Cao, Qing Jiang, Feng LI, Fajin Lv, Canjie Peng, Xingshu Li, Mingzhao Xiao
| Academic Radiology Verified
Abbreviations RCC (Renal cell carcinoma) ccRCC (Clear cell renal cell carcinoma) CT (computed tomography) HER-2 (human epidermal growth factor receptor-2) PD-L1 (programmed cell death ligand 1) EGFR (epidermal growth factor receptor) HNSCC (head and neck squamous cell carcinoma) GISTs (gastrointestinal stromal tumors) PDAC (pancreatic ductal adenocarcinoma) ML (machine learning) SHAP (Shapley Additive Explanations) BMI (body mass index) AJCC (American Joint Committee on Cancer) EMRs...
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