M. Juhola, H. Joutsijoki, R. Pölönen, K. Aalto-Setälä
{"title":"Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals","authors":"M. Juhola, H. Joutsijoki, R. Pölönen, K. Aalto-Setälä","doi":"10.22489/CinC.2022.167","DOIUrl":null,"url":null,"abstract":"Machine learning was applied to classify potential influence of two drugs on induced pluripotent stem cell-derived cardiomyocytes (iPSC-CM) on the basis of peak data detected from calcium transient signals of iPsC-CMs. The study shows that machine learning is capable to analyze such influence.","PeriodicalId":117840,"journal":{"name":"2022 Computing in Cardiology (CinC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Computing in Cardiology (CinC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22489/CinC.2022.167","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
Machine learning was applied to classify potential influence of two drugs on induced pluripotent stem cell-derived cardiomyocytes (iPSC-CM) on the basis of peak data detected from calcium transient signals of iPsC-CMs. The study shows that machine learning is capable to analyze such influence.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
