疾病的进展在研究和现实世界帕金森病患者群体中显著不同
Brett K Beaulieu-Jones1,2,3,4,5, Francesca Frau6, Sylvie Bozzi7
1Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.
medRxiv : the preprint server for health sciences
|February 26, 2024
概括
帕金森病的进展在研究和现实世界数据种群之间有显著差异. 在现实世界中,患者的诊断时间较晚,治疗速度较慢,这突出了临床试验设计的关键数据源偏差.
科学领域:
- 神经科学是一个神经科学.
- 生物医学信息学 生物医学信息学
背景情况:
- 使用现实世界的证据 (RWD) 描述帕金森病 (PD) 进展对于临床试验设计和确定患者亚群至关重要.
- 自然语言处理 (NLP) 和大型语言模型 (LLM) 的进步使得比以前更细致的人口比较成为可能.
结论:
- 这项研究描述了不同人群中帕金森病的进展情况,揭示了研究和现实世界数据之间的系统差异.
- 归因这些差异的原因是具有挑战性的,但强调需要仔细考虑临床研究中的数据源偏差.
- 利用多个数据源和认真评估潜在偏差对于规划和执行帕金森病研究下游任务和分析至关重要.
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