{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T00:39:33Z","timestamp":1740184773337,"version":"3.37.3"},"reference-count":12,"publisher":"Oxford University Press (OUP)","issue":"14","license":[{"start":{"date-parts":[[2020,5,5]],"date-time":"2020-05-05T00:00:00Z","timestamp":1588636800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"funder":[{"name":"computational facilities"},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61973174","31728013"],"award-info":[{"award-number":["61973174","31728013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7,30]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Summary<\/jats:title>\n                  <jats:p>We developed GDASC, a web version of our former DASC algorithm implemented with GPU. It provides a user-friendly web interface for detecting batch factors. Based on the good performance of DASC algorithm, it is able to give the most accurate results. For two steps of DASC, data-adaptive shrinkage and semi-non-negative matrix factorization, we designed parallelization strategies facing convex clustering solution and decomposition process. It runs more than 50 times faster than the original version on the representative RNA sequencing quality control dataset. With its accuracy and high speed, this server will be a useful tool for batch effects analysis.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Availability and implementation<\/jats:title>\n                  <jats:p>http:\/\/bioinfo.nankai.edu.cn\/gdasc.php.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Contact<\/jats:title>\n                  <jats:p>zhanghan@nankai.edu.cn<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Supplementary information<\/jats:title>\n                  <jats:p>Supplementary data are available at Bioinformatics online.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/bioinformatics\/btaa427","type":"journal-article","created":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T19:09:53Z","timestamp":1588360193000},"page":"4211-4213","source":"Crossref","is-referenced-by-count":1,"title":["GDASC: a GPU parallel-based web server for detecting hidden batch factors"],"prefix":"10.1093","volume":"36","author":[{"given":"Xiao","family":"Wang","sequence":"first","affiliation":[{"name":"Department of Computer Science and Technology , College of Computer Science"}]},{"given":"Haidong","family":"Yi","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology , College of Computer Science"},{"name":"Department of Automation and Intelligence Science , College of Artificial Intelligence, Nankai University, 300350 Tianjin, China"}]},{"given":"Jia","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology , College of Computer Science"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7608-0831","authenticated-orcid":false,"given":"Zhandong","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Pediatrics , Baylor College of Medicine, Houston 77030, USA"}]},{"given":"Yanbin","family":"Yin","sequence":"additional","affiliation":[{"name":"Department of Food Science and Technology , University of Nebraska-Lincoln, Lincoln, NE 68588, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8498-3451","authenticated-orcid":false,"given":"Han","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Automation and Intelligence Science , College of Artificial Intelligence, Nankai University, 300350 Tianjin, China"}]}],"member":"286","published-online":{"date-parts":[[2020,5,5]]},"reference":[{"key":"2023062213541771100_btaa427-B1","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1038\/ng0707-807","article-title":"On the design and analysis of gene expression studies in human populations","volume":"39","author":"Akey","year":"2007","journal-title":"Nat. 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