{"title":"基于颜色传感器的新生儿黄疸检测器的研究与设计","authors":"Chao Wu, Liang Huang, Weiwei Han, Wei-Ning Liang, Xinfu Jiang, Zebin Huang, Qing-Yun Deng","doi":"10.1145/3506651.3506664","DOIUrl":null,"url":null,"abstract":"Objective: To solve the problem of invasive detection of neonatal jaundice and prone to infection. Methods: A neonatal jaundice detector based on color sensing was proposed. The microprocessor controls the color sensor to read the RGB color components of the skin reflection, and performs a multiple linear regression model fitting with the serum total bilirubin to calculate the corresponding neonatal jaundice index. Results: The paired T test with JM-103 shows that the measurement results have good correlation. The Bland-Altman method was used in neonatal measurement to analyze and verify its consistency. Conclusion: The clinical comparison and verification show that the monitor can measure neonatal jaundice index, and the design has good applicability.","PeriodicalId":280080,"journal":{"name":"2021 4th International Conference on Digital Medicine and Image Processing","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Research and Design of Neonatal Jaundice Detector Based on Color Sensor\",\"authors\":\"Chao Wu, Liang Huang, Weiwei Han, Wei-Ning Liang, Xinfu Jiang, Zebin Huang, Qing-Yun Deng\",\"doi\":\"10.1145/3506651.3506664\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Objective: To solve the problem of invasive detection of neonatal jaundice and prone to infection. Methods: A neonatal jaundice detector based on color sensing was proposed. The microprocessor controls the color sensor to read the RGB color components of the skin reflection, and performs a multiple linear regression model fitting with the serum total bilirubin to calculate the corresponding neonatal jaundice index. Results: The paired T test with JM-103 shows that the measurement results have good correlation. The Bland-Altman method was used in neonatal measurement to analyze and verify its consistency. Conclusion: The clinical comparison and verification show that the monitor can measure neonatal jaundice index, and the design has good applicability.\",\"PeriodicalId\":280080,\"journal\":{\"name\":\"2021 4th International Conference on Digital Medicine and Image Processing\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 4th International Conference on Digital Medicine and Image Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3506651.3506664\",\"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 4th International Conference on Digital Medicine and Image Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3506651.3506664","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research and Design of Neonatal Jaundice Detector Based on Color Sensor
Objective: To solve the problem of invasive detection of neonatal jaundice and prone to infection. Methods: A neonatal jaundice detector based on color sensing was proposed. The microprocessor controls the color sensor to read the RGB color components of the skin reflection, and performs a multiple linear regression model fitting with the serum total bilirubin to calculate the corresponding neonatal jaundice index. Results: The paired T test with JM-103 shows that the measurement results have good correlation. The Bland-Altman method was used in neonatal measurement to analyze and verify its consistency. Conclusion: The clinical comparison and verification show that the monitor can measure neonatal jaundice index, and the design has good applicability.