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Updated: Jul 9, 2025

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基于注意力的深度学习模型用于预测腹腔透析患者中主要不良心血管事件的预测

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    IEEE journal of biomedical and health informatics
    |December 4, 2023
    PubMed
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    在腹腔透析 (PD) 患者中预测主要不良心血管事件 (MACE) 是至关重要的. 一个新的基于注意力的模型,CVEformer,准确地预测MACE,并使用电子健康记录识别关键风险因素.

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    Dialysis01:27

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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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