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WFRF:(Azaria Johnathan R.)
 

Sökning: WFRF:(Azaria Johnathan R.) > Working toward prec...

LIBRIS Formathandbok  (Information om MARC21)
FältnamnIndikatorerMetadata
00005476naa a2200973 4500
001oai:lup.lub.lu.se:0a757bc7-434c-4f8c-a451-0d486b06bcaa
003SwePub
008170818s2017 | |||||||||||000 ||eng|
024a https://lup.lub.lu.se/record/0a757bc7-434c-4f8c-a451-0d486b06bcaa2 URI
024a https://doi.org/10.1002/humu.232802 DOI
040 a (SwePub)lu
041 a engb eng
042 9 SwePub
072 7a art2 swepub-publicationtype
072 7a ref2 swepub-contenttype
100a Daneshjou, Roxanau Stanford University4 aut
2451 0a Working toward precision medicine : Predicting phenotypes from exomes in the Critical Assessment of Genome Interpretation (CAGI) challenges
264 c 2017-07-07
264 1b Hindawi Limited,c 2017
520 a Precision medicine aims to predict a patient's disease risk and best therapeutic options by using that individual's genetic sequencing data. The Critical Assessment of Genome Interpretation (CAGI) is a community experiment consisting of genotype-phenotype prediction challenges; participants build models, undergo assessment, and share key findings. For CAGI 4, three challenges involved using exome-sequencing data: Crohn's disease, bipolar disorder, and warfarin dosing. Previous CAGI challenges included prior versions of the Crohn's disease challenge. Here, we discuss the range of techniques used for phenotype prediction as well as the methods used for assessing predictive models. Additionally, we outline some of the difficulties associated with making predictions and evaluating them. The lessons learned from the exome challenges can be applied to both research and clinical efforts to improve phenotype prediction from genotype. In addition, these challenges serve as a vehicle for sharing clinical and research exome data in a secure manner with scientists who have a broad range of expertise, contributing to a collaborative effort to advance our understanding of genotype-phenotype relationships.
650 7a MEDICIN OCH HÄLSOVETENSKAPx Annan medicin och hälsovetenskapx Övrig annan medicin och hälsovetenskap0 (SwePub)305992 hsv//swe
650 7a MEDICAL AND HEALTH SCIENCESx Other Medical and Health Sciencesx Other Medical and Health Sciences not elsewhere specified0 (SwePub)305992 hsv//eng
653 a Bipolar disorder
653 a Crohn's disease
653 a Exomes
653 a Machine learning
653 a Phenotype prediction
653 a Warfarin
700a Wang, Yanranu Rutgers University: The State University of New Jersey4 aut
700a Bromberg, Yanau Rutgers University: The State University of New Jersey4 aut
700a Bovo, Samueleu University of Bologna4 aut
700a Martelli, Pier Luigiu University of Bologna4 aut
700a Babbi, Giuliau University of Bologna4 aut
700a Lena, Pietro Diu University of Bologna4 aut
700a Casadio, Ritau University of Bologna4 aut
700a Edwards, Matthewu Massachusetts Institute of Technology4 aut
700a Gifford, Davidu Massachusetts Institute of Technology4 aut
700a Jones, David T W4 aut
700a Sundaram, Laksshman4 aut
700a Bhat, Rajendra4 aut
700a Li, Xiaolin4 aut
700a Pal, Lipika R.4 aut
700a Kundu, Kunal4 aut
700a Yin, Yizhou4 aut
700a Moult, John4 aut
700a Jiang, Yuxiang4 aut
700a Pejaver, Vikas R.4 aut
700a Pagel, Kymberleigh A.4 aut
700a Li, Biao4 aut
700a Mooney, Sean D.4 aut
700a Radivojac, Predrag4 aut
700a Shah, Sohela4 aut
700a Carraro, Marco4 aut
700a Gasparini, Alessandra4 aut
700a Leonardi, Emanuela4 aut
700a Giollo, Manuel4 aut
700a Ferrari, Carlo4 aut
700a Tosatto, Silvio C.E.4 aut
700a Bachar, Eran4 aut
700a Azaria, Johnathan R.4 aut
700a Ofran, Yanay4 aut
700a Unger, Ron4 aut
700a Niroula, Abhisheku Lund University,Lunds universitet,Proteinbioinformatik,Forskargrupper vid Lunds universitet,Hematogenomics,Protein Bioinformatics,Lund University Research Groups4 aut0 (Swepub:lu)med-anu
700a Vihinen, Maunou Lund University,Lunds universitet,Proteinbioinformatik,Forskargrupper vid Lunds universitet,Protein Bioinformatics,Lund University Research Groups4 aut0 (Swepub:lu)med-mnv
700a Chang, Billy4 aut
700a Wang, Maggie H.4 aut
700a Franke, Andre4 aut
700a Petersen, Britt Sabina4 aut
700a Pirooznia, Mehdi4 aut
700a Zandi, Peter4 aut
700a Mccombie, Richard4 aut
700a Potash, James B.4 aut
700a Altman, Russ B.4 aut
700a Klein, Teri E.4 aut
700a Hoskins, Roger A.4 aut
700a Repo, Susanna4 aut
700a Brenner, Steven E4 aut
700a Morgan, Alexander A.u Stanford University4 aut
710a Stanford Universityb Rutgers University: The State University of New Jersey4 org
773t Human Mutationd : Hindawi Limitedg 38:9, s. 1182-1192q 38:9<1182-1192x 1059-7794x 1098-1004
856u http://dx.doi.org/10.1002/humu.23280y FULLTEXT
856u https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/humu.23280
8564 8u https://lup.lub.lu.se/record/0a757bc7-434c-4f8c-a451-0d486b06bcaa
8564 8u https://doi.org/10.1002/humu.23280

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