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参数建模和深度学习用于增强在麻醉后的疼痛评估

Mihaela Ghita, Isabela R Birs, Dana Copot

    IEEE transactions on bio-medical engineering
    |August 1, 2023
    PubMed
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    这项研究引入了一种使用分数顺序阻抗模型和深度学习来估计疼痛的新方法. 这种方法提供客观的,个性化的疼痛预测,以提高患者的安全性,避免药物过量服用.

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    Pain is critical to various clinical pathologies, provoking an urgent need for effective management. Pain, whether acute or chronic, is a complex neurochemical process. Its alleviation depends on the type, with nonopioid analgesics effective for mild to moderate pain, such as musculoskeletal or inflammatory pain, while neuropathic pain responds best to anticonvulsants, tricyclic antidepressants, or serotonin/norepinephrine reuptake inhibitors. For severe acute or chronic pain, opioids may be...
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