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Updated: Jun 28, 2025

A Large Animal Model for Acute Kidney Injury by Temporary Bilateral Renal Artery Occlusion
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Published on: February 2, 2021

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集成机器学习预测90天的结果和分析急性损伤需要透析的风险因素

Tzu-Hao Wang1,2, Chih-Chin Kao3,4,5, Tzu-Hao Chang2,6

  • 1Division of General Medicine, Department of Medical Education, Shuang-Ho Hospital, Taipei Medical University, New Taipei City, Taiwan, Republic of China.

Journal of multidisciplinary healthcare
|April 17, 2024
PubMed
概括

机器学习准确地预测了急性损伤需要透析 (AKI-D) 患者的90天预后,确定了透析前肌素作为改善患者结果和临床决策的关键因素.

关键词:
在 AKI-D 里,你会发现透析预后 透析预后整体机器学习的机器学习.预测模型 预测模型有关风险因素的风险因素.

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Renal failure occurs when the kidneys lose their ability to filter waste products from the blood effectively. It can be classified into two types: acute renal failure (ARF) and chronic renal failure (CRF).
Acute kidney injury develops suddenly and can be caused by pre-renal causes (e.g., hypovolemia, shock), intrinsic renal causes (e.g., acute tubular necrosis), or post-renal causes (e.g., urinary obstruction). In contrast, chronic renal failure progresses gradually over time and is often...
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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.
One condition associated with renal failure is uremia. Uremia is characterized by impaired glomerular filtration and fluid accumulation in the body. This condition hinders the renal clearance of drugs, resulting in drug accumulation and potential...
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