{"title":"使用池和最小成本流配对T细胞受体α和β序列","authors":"Tyler Daddio, I. Măndoiu","doi":"10.1109/ICCABS.2016.7802789","DOIUrl":null,"url":null,"abstract":"this work we introduce a large-scale b-matching problem modeling reconstruction of the α-β T-cell receptor repertoire from independent sequencing of α and β genes for random pools of T-cells. A scalable solution based on heuristic sparsification of the underlying bipartite graph and minimum-cost network flows shows promising results in empirical experiments on simulated data.","PeriodicalId":89933,"journal":{"name":"IEEE ... International Conference on Computational Advances in Bio and Medical Sciences : [proceedings]. IEEE International Conference on Computational Advances in Bio and Medical Sciences","volume":"196 1","pages":"1"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Pairing T Cell Receptor α and β sequences using pooling and min-cost flows\",\"authors\":\"Tyler Daddio, I. Măndoiu\",\"doi\":\"10.1109/ICCABS.2016.7802789\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"this work we introduce a large-scale b-matching problem modeling reconstruction of the α-β T-cell receptor repertoire from independent sequencing of α and β genes for random pools of T-cells. A scalable solution based on heuristic sparsification of the underlying bipartite graph and minimum-cost network flows shows promising results in empirical experiments on simulated data.\",\"PeriodicalId\":89933,\"journal\":{\"name\":\"IEEE ... International Conference on Computational Advances in Bio and Medical Sciences : [proceedings]. IEEE International Conference on Computational Advances in Bio and Medical Sciences\",\"volume\":\"196 1\",\"pages\":\"1\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE ... International Conference on Computational Advances in Bio and Medical Sciences : [proceedings]. IEEE International Conference on Computational Advances in Bio and Medical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCABS.2016.7802789\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE ... International Conference on Computational Advances in Bio and Medical Sciences : [proceedings]. IEEE International Conference on Computational Advances in Bio and Medical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCABS.2016.7802789","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Pairing T Cell Receptor α and β sequences using pooling and min-cost flows
this work we introduce a large-scale b-matching problem modeling reconstruction of the α-β T-cell receptor repertoire from independent sequencing of α and β genes for random pools of T-cells. A scalable solution based on heuristic sparsification of the underlying bipartite graph and minimum-cost network flows shows promising results in empirical experiments on simulated data.