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Updated: Jan 15, 2026

Predicting Amputation using Local Circulating Mononuclear Progenitor Cells in Angioplasty-treated Patients with Critical Limb Ischemia
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Predicting Amputation using Local Circulating Mononuclear Progenitor Cells in Angioplasty-treated Patients with Critical Limb Ischemia

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基于机器学习模型和可解释算法的外周血管疾病和糖尿病糖尿病的糖尿病足的预测模型和风险因素识别

Yifeng Pan1, Guangrong Tao2, Bing Chen1

  • 1Department of Vascular Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China.

Medicine
|October 7, 2025
PubMed
概括

这项研究开发了一种机器学习模型,用于预测糖尿病外周血管疾病和糖尿病脚并发症. 该GA-BPNN模型有效地使用纤维素和C-反应蛋白等关键指标识别了高风险患者.

关键词:
沙普利添加剂扩展法 沙普利添加剂扩展法糖尿病 糖尿病患者 糖尿病患者遗传神经网络算法的算法机器学习是机器学习.

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