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Updated: May 23, 2025

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基于深度学习的预测,对急性损伤的住院死亡率

Li Yong1, Dou Ruiyin1, Wang Xia2

  • 1College of Computer Science and Engineering, Northwest Normal University, Lanzhou, China.

Computer methods in biomechanics and biomedical engineering
|March 7, 2025
PubMed
概括

这项研究引入了GCAT,这是一种使用患者数据识别急性损伤 (AKI) 高风险患者的新方法. 在医院环境中,GCAT在预测AKI方面表现出卓越的有效性.

关键词:
急性损伤 (AKI) 是一种严重的损伤.在 GCAT 中,GCAT 是 GCAT.一个患者关系网络 (PFSN).预后不好,预后不好.是临床辅助诊断的临床辅助诊断.

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Dialysis01:27

Dialysis

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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