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Updated: Jul 9, 2026

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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基于TG/Cys-C比率和五个临床指标预测糖尿病病的机器学习模型

Dongmei Zhou1, Lingyu Shao2, Libo Yang3

  • 1Department of Rheumatology and Immunology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, People's Republic of China.

Diabetes, metabolic syndrome and obesity : targets and therapy
|April 7, 2025
PubMed
概括

这项研究开发了一种机器学习模型,以区分糖尿病病 (DN) 和非糖尿病病 (NDRD). PDN模型实现了高精度,有助于在糖尿病患者中诊断病的临床诊断和治疗计划.

关键词:
糖尿病性脏病 糖尿病性脏病这是一个歧视性的模型.后勤回归 后勤回归 回归机器学习是机器学习.非糖尿病性脏疾病.

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Diabetic Nephropathy01:28

Diabetic Nephropathy

Definition Diabetic nephropathy is a chronic kidney complication that results from prolonged hyperglycemia.Prevalence It is the most common cause of chronic kidney disease (CKD) and end-stage renal disease (ESRD) worldwide, affecting up to half of individuals with diabetes.Pathophysiology • Sustained hyperglycemia triggers multiple hemodynamic and metabolic changes in the kidney. • Early in the disease, increased renal blood flow and glomerular hyperfiltration occur due to afferent arteriolar...