扣押预测和预测:一个范围审查
Joshua C Cheng1, Daniel M Goldenholz
1Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.
Current opinion in neurology
|January 20, 2025
概括
预测工具看起来很有前途,但面临临临床翻译挑战. 未来的研究必须涉及外部验证,
科学领域:
- 的研究研究.
- 神经系统疾病预测预测神经系统疾病
- 生物医学信号处理
背景情况:
- 发作预测的目的是预测发作.
- 研究了EEG和可穿戴设备等监控技术的进步.
- 这些预测工具的临床应用仍然有限.
研究的目的:
- 审查扣押预测的关键发展情况.
- 确定阻碍发作预测工具临床翻译的局限性.
主要方法:
- 对预测文献的范围审查.
- 分析各种预测方式 (EEG,可穿戴设备,日记).
- 评估当前的验证和绩效比较指标.
主要成果:
- 预测方式的进展,包括内/皮下EEG,可穿戴设备和日记.
- 临床翻译受到缺乏外部验证和不充分的比较基准 (例如,机会预测者) 的阻碍.
- 患者甚至希望不准确的预测,并可能改变行为,尽管潜在的不准确性.
结论:
- 预测工具显示出潜力,但需要进一步开发用于临床使用.
- 未来的研究必须专注于外部验证",纸巾测试"基准和依赖发作频率的指标.
- 解决患者对预测的反应行为至关重要.
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