Martina Mancini, J Lucas McKay, Helena Cockx, Nicholas D'Cruz, Christine D Esper, Benjamin Filtjens, Benedetta Heimler, Colum D MacKinnon, Luca Palmerini, Melvyn Roerdink, William R Young, Jeffrey M Hausdorff
{"title":"Technology for measuring freezing of gait: Current state of the art and recommendations.","authors":"Martina Mancini, J Lucas McKay, Helena Cockx, Nicholas D'Cruz, Christine D Esper, Benjamin Filtjens, Benedetta Heimler, Colum D MacKinnon, Luca Palmerini, Melvyn Roerdink, William R Young, Jeffrey M Hausdorff","doi":"10.1177/1877718X241301065","DOIUrl":null,"url":null,"abstract":"<p><p>This report summarizes the existing literature on the use of technology for the assessment of freezing of gait (FOG) as well as the use of technology to provide insights into the mechanisms of FOG in people with Parkinson's disease. Specifically, this work was carried out for the 3rd International Workshop on Freezing of Gait in Jerusalem in 2023. This review focuses on the most used technologies to quantitatively assess FOG in a laboratory environment and describes the technologies that hold promise for assessing FOG in daily life. Examples of implementation of machine learning algorithms are provided as well as algorithmic biases. Lastly, a standardized assessment using inertial measurement units during a clinical protocol is proposed and a 5-year outlook is discussed. We anticipate this review will help move the field forward in the coming years.</p>","PeriodicalId":16660,"journal":{"name":"Journal of Parkinson's disease","volume":" ","pages":"19-40"},"PeriodicalIF":4.0000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Parkinson's disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/1877718X241301065","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/14 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
This report summarizes the existing literature on the use of technology for the assessment of freezing of gait (FOG) as well as the use of technology to provide insights into the mechanisms of FOG in people with Parkinson's disease. Specifically, this work was carried out for the 3rd International Workshop on Freezing of Gait in Jerusalem in 2023. This review focuses on the most used technologies to quantitatively assess FOG in a laboratory environment and describes the technologies that hold promise for assessing FOG in daily life. Examples of implementation of machine learning algorithms are provided as well as algorithmic biases. Lastly, a standardized assessment using inertial measurement units during a clinical protocol is proposed and a 5-year outlook is discussed. We anticipate this review will help move the field forward in the coming years.
期刊介绍:
The Journal of Parkinson''s Disease (JPD) publishes original research in basic science, translational research and clinical medicine in Parkinson’s disease in cooperation with the Journal of Alzheimer''s Disease. It features a first class Editorial Board and provides rigorous peer review and rapid online publication.