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基于机器学习的病预测模型的开发和护理应用

Yan Zhang1, Hui Gao1

  • 1Department of Blood Purification Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.

Computer methods in biomechanics and biomedical engineering
|March 24, 2025
PubMed
概括

这项研究介绍了一种新的AI模型,即Metaheuristic Red Fox-Optimized Agile Support Vector Machine (MRFO-ASVM),用于早期发现病. 该MRFO-ASVM显示高精度,改善患者护理和个性化治疗策略.

关键词:
脏疾病是一种脏疾病.医疗保健 医疗保健 医疗保健 医疗保健护士 护士 护士

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The kidneys are intricate organs with millions of working units known as nephrons. Each nephron features two major structures: the renal corpuscle, which facilitates blood plasma filtration, and the renal tubule, which handles the glomerular filtrate. Blood supply is directly linked to the nephrons. The renal corpuscle consists of the glomerulus, a capillary network, and the Bowman's capsule, a double-walled epithelial structure that encases the glomerulus. The filtering of blood plasma...
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The kidneys are two large bean-shaped organs located in the upper abdomen. They filter the blood several times a day to remove toxins and rebalance water and electrolytes of the circulatory system via the renal veins. The kidneys receive blood directly from the heart via the renal arteries. These arteries enter the kidney at the hilum, the concave surface of the bean, where they branch and divide into smaller vessels and capillaries.
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Factors Affecting Renal Clearance: Renal Impairment

Renal dysfunction significantly impairs the renal clearance of drugs, leading to potential complications in drug therapy. Renal failure, which can be caused by various factors, poses a significant challenge in the elimination of drugs from the body.
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Dialysis

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