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Updated: Jan 18, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
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胆结石分类使用随机森林优化沙猫群优化算法与SHAP和基于DiCE的可解释性.

Proshenjit Sarker1, Jun-Jiat Tiang2, Abdullah-Al Nahid1

  • 1Electronics and Communication Engineering Discipline, Khulna University, Khulna 9208, Bangladesh.

Sensors (Basel, Switzerland)
|September 13, 2025
PubMed
概括

本研究引入了一个优化的随机森林分类器,使用沙猫群优化用于从临床数据中预测胆结石. 该模型有效地识别了CRP,维生素D和AAST等关键指标,改善了诊断潜力.

关键词:
这就是 DiCECE.这就是 SHAP SHAP 的意思.沙猫群集优化 沙猫群集优化胆结石 胆结石是一种胆结石.机器学习是机器学习.随机森林分类器随机森林分类器

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