{"title":"Diagnosing Parkinson’s disease using a soft magnetoelastic smart pen","authors":"","doi":"10.1038/s44286-025-00228-4","DOIUrl":null,"url":null,"abstract":"We developed a soft magnetoelastic smart pen with ferrofluid ink that converts hand motions into precise electrical signals as a low-cost and easily accessible Parkinson’s disease diagnostic. Neural network-assisted analysis of handwriting motion captured by the smart pen in a preliminary human study accurately identified individuals with Parkinson’s disease.","PeriodicalId":501699,"journal":{"name":"Nature Chemical Engineering","volume":"2 6","pages":"348-349"},"PeriodicalIF":0.0000,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Chemical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44286-025-00228-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We developed a soft magnetoelastic smart pen with ferrofluid ink that converts hand motions into precise electrical signals as a low-cost and easily accessible Parkinson’s disease diagnostic. Neural network-assisted analysis of handwriting motion captured by the smart pen in a preliminary human study accurately identified individuals with Parkinson’s disease.
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