{"title":"估算单细胞基因组学中基于参考的细胞类型注释的不确定性","authors":"","doi":"10.1038/s41588-024-01995-1","DOIUrl":null,"url":null,"abstract":"PopV is an ensemble method for cell type labeling in single-cell genomics. A Cell Ontology-inspired voting procedure across different algorithms highlights low confidence annotations, thereby guiding human-in-the loop components of the annotation process.","PeriodicalId":18985,"journal":{"name":"Nature genetics","volume":"12 1","pages":""},"PeriodicalIF":31.7000,"publicationDate":"2024-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Estimating uncertainty in reference-based cell type annotation in single-cell genomics\",\"authors\":\"\",\"doi\":\"10.1038/s41588-024-01995-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"PopV is an ensemble method for cell type labeling in single-cell genomics. A Cell Ontology-inspired voting procedure across different algorithms highlights low confidence annotations, thereby guiding human-in-the loop components of the annotation process.\",\"PeriodicalId\":18985,\"journal\":{\"name\":\"Nature genetics\",\"volume\":\"12 1\",\"pages\":\"\"},\"PeriodicalIF\":31.7000,\"publicationDate\":\"2024-11-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nature genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1038/s41588-024-01995-1\",\"RegionNum\":1,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GENETICS & HEREDITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1038/s41588-024-01995-1","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
Estimating uncertainty in reference-based cell type annotation in single-cell genomics
PopV is an ensemble method for cell type labeling in single-cell genomics. A Cell Ontology-inspired voting procedure across different algorithms highlights low confidence annotations, thereby guiding human-in-the loop components of the annotation process.
期刊介绍：
Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation.
Integrative genetic topics comprise, but are not limited to:
-Genes in the pathology of human disease
-Molecular analysis of simple and complex genetic traits
-Cancer genetics
-Agricultural genomics
-Developmental genetics
-Regulatory variation in gene expression
-Strategies and technologies for extracting function from genomic data
-Pharmacological genomics
-Genome evolution
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
