Woosub Jung, Kenneth Koltermann, Noah Helm, GinaMari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Gang Zhou
{"title":"基于IMU传感数据的帕金森病患者动态震颤检测。","authors":"Woosub Jung, Kenneth Koltermann, Noah Helm, GinaMari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Gang Zhou","doi":"10.1145/3560905.3568052","DOIUrl":null,"url":null,"abstract":"<p><p>Tremor is a common symptom among Parkinson's disease (PD) patients at all stages. To measure tremor, we utilized IMU sensing data from the wrists while PD patients were drawing. With 30 patients' IMU sensing data obtained from standard tremor rating scale activities, we conducted data analysis for identifying any tremor episodes and extracting tremor amplitude. In this demo, we demonstrate that our preliminary analysis and results show the potential of measuring kinetic tremors effectively using these methods.</p>","PeriodicalId":92573,"journal":{"name":"Proceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems","volume":"2022 ","pages":"772-773"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540033/pdf/nihms-1931737.pdf","citationCount":"0","resultStr":"{\"title\":\"IMU Sensing Data-based Kinetic Tremor Detection in Parkinson's Disease Patients.\",\"authors\":\"Woosub Jung, Kenneth Koltermann, Noah Helm, GinaMari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Gang Zhou\",\"doi\":\"10.1145/3560905.3568052\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Tremor is a common symptom among Parkinson's disease (PD) patients at all stages. To measure tremor, we utilized IMU sensing data from the wrists while PD patients were drawing. With 30 patients' IMU sensing data obtained from standard tremor rating scale activities, we conducted data analysis for identifying any tremor episodes and extracting tremor amplitude. In this demo, we demonstrate that our preliminary analysis and results show the potential of measuring kinetic tremors effectively using these methods.</p>\",\"PeriodicalId\":92573,\"journal\":{\"name\":\"Proceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems\",\"volume\":\"2022 \",\"pages\":\"772-773\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540033/pdf/nihms-1931737.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3560905.3568052\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3560905.3568052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
IMU Sensing Data-based Kinetic Tremor Detection in Parkinson's Disease Patients.
Tremor is a common symptom among Parkinson's disease (PD) patients at all stages. To measure tremor, we utilized IMU sensing data from the wrists while PD patients were drawing. With 30 patients' IMU sensing data obtained from standard tremor rating scale activities, we conducted data analysis for identifying any tremor episodes and extracting tremor amplitude. In this demo, we demonstrate that our preliminary analysis and results show the potential of measuring kinetic tremors effectively using these methods.