{"title":"基于机器视觉的单细胞生物物理特性测量方法","authors":"Sheng-Zong Chen, Zhizhong Zhang, Rong Zhu","doi":"10.1109/transducers50396.2021.9495379","DOIUrl":null,"url":null,"abstract":"Measurement on single-cell biophysical properties is of great significance for cell sorting, cytopathology tracking, etc. Dielectrophoresis (DEP) based single-cell measurement has attracted increasingly interests because of its non-invasive, label-free, and easy integration with other functional structures. However, the measurement accuracy and efficiency of DEP-based method highly depends on cell motion tracking. Here, we propose a machine vision-based DEP motion tracking method to realize accurate and fast measurements on single-cell biophysical properties.","PeriodicalId":6814,"journal":{"name":"2021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers)","volume":"34 1","pages":"687-690"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Machine Vision Based Method for Measuring Single-Cell Biophysical Properties Using Dielectrophoresis Mobility\",\"authors\":\"Sheng-Zong Chen, Zhizhong Zhang, Rong Zhu\",\"doi\":\"10.1109/transducers50396.2021.9495379\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Measurement on single-cell biophysical properties is of great significance for cell sorting, cytopathology tracking, etc. Dielectrophoresis (DEP) based single-cell measurement has attracted increasingly interests because of its non-invasive, label-free, and easy integration with other functional structures. However, the measurement accuracy and efficiency of DEP-based method highly depends on cell motion tracking. Here, we propose a machine vision-based DEP motion tracking method to realize accurate and fast measurements on single-cell biophysical properties.\",\"PeriodicalId\":6814,\"journal\":{\"name\":\"2021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers)\",\"volume\":\"34 1\",\"pages\":\"687-690\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/transducers50396.2021.9495379\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 21st International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/transducers50396.2021.9495379","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Machine Vision Based Method for Measuring Single-Cell Biophysical Properties Using Dielectrophoresis Mobility
Measurement on single-cell biophysical properties is of great significance for cell sorting, cytopathology tracking, etc. Dielectrophoresis (DEP) based single-cell measurement has attracted increasingly interests because of its non-invasive, label-free, and easy integration with other functional structures. However, the measurement accuracy and efficiency of DEP-based method highly depends on cell motion tracking. Here, we propose a machine vision-based DEP motion tracking method to realize accurate and fast measurements on single-cell biophysical properties.