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机器学习识别了创伤性脑损伤患者中息治疗咨询时间的变化

Carlos A Aude¹, Vikas N Vattipally¹, Oishika Das¹

¹The Johns Hopkins University School of Medicine.

Research square

|May 15, 2024

概括

对创伤性脑损伤 (TBI) 患者来说,息护理咨询的时间不一致. 机器学习确定了年龄,性别和种族作为影响咨询时间的关键因素,揭示了护理方面的差异.

科学领域:

神经科学是一个神经科学.
医疗信息学医疗信息学
公共卫生公共卫生

背景情况:

息治疗咨询 (PCCs) 可以改善创伤性脑损伤 (TBI) 患者的治疗结果,但不一致地使用.
了解PCC时间变化的驱动因素对于优化TBI患者护理至关重要.

结论:

对于TBI患者的息治疗咨询时间存在显著差异.
迫切需要有针对性的战略,以确保所有TBI患者的公平和及时的息治疗整合.

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Traumatic Brain Injury l: Introduction

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