4.6 Article

Holter STAT-ON (TM) against other tools for detecting MF in advanced Parkinson's disease: an observational study

期刊

FRONTIERS IN NEUROLOGY
卷 14, 期 -, 页码 -

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fneur.2023.1249385

关键词

Parkinson disease; motor complications; machine learning; wearable electronic devices; levodopa

向作者/读者索取更多资源

This study aims to analyze the correlation between STAT-ON® reports and other assessment tools to identify APD and assess the accuracy of screening tools in APD patients. Although no significant association was found, the CDEPA questionnaire demonstrated the highest sensitivity and VPN values to detect APD candidates. According to the correlation analyses, MANAGE-PD showed the highest degree of concordance with STAT-ON® recordings.
BackgroundDifferent screening tools to identify advanced Parkinson's disease (APD) have emerged in recent years. Among them, wearable medical devices, such as STAT-ON & TRADE;, have been proposed to help to objectively detect APD.ObjectivesTo analyze the correlation between STAT-ON & TRADE; reports and other assessment tools to identify APD and to assess the accuracy of screening tools in APD patients, using the STAT-ON & TRADE; as the gold standard.MethodsIn this retrospective, observational study, data from the University Hospital Complex of Pontevedra database on 44 patients with potential APD who wore STAT-ON & TRADE; were extracted. Data were collected according to different sources of tools for identifying APD: (1) STAT-ON & TRADE;, (2) information provided by the patient, (3) questionnaire for advanced Parkinson's disease (CDEPA), (4) 5-2-1 Criteria, and (5) Making Informed Decisions to Aid Timely Management of Parkinson's Disease (MANAGE-PD). Considering STAT-ON & TRADE; recordings as a reference, the sensitivity, specificity, and positive and negative predictive values for each tool were calculated. The kappa index assessed the degree of agreement between the gold standard and the other instruments.ResultsAlthough no statistically significant association was found between STAT-ON & TRADE; recordings and any screening methods evaluated, the CDEPA questionnaire demonstrated the highest sensitivity and VPN values to detect patients with APD candidates for second-line therapy (SLT). According to the correlation analyses, MANAGE-PD demonstrated the highest degree of concordance with STAT-ON & TRADE; recordings to identify the SLT indication and to predict the SLT decision.ConclusionSTAT-ON & TRADE; device may be a helpful tool to detect APD and to guide treatment decisions.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据