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Stability in GRN Inference.
Jurman G, Filosi M, Visintainer R, Riccadonna S, Furlanello C. Jurman G, et al. Methods Mol Biol. 2019;1883:323-346. doi: 10.1007/978-1-4939-8882-2_14. Methods Mol Biol. 2019. PMID: 30547407
Semisupervised learning for molecular profiling.
Furlanello C, Serafini M, Merler S, Jurman G. Furlanello C, et al. Among authors: jurman g. IEEE/ACM Trans Comput Biol Bioinform. 2005 Apr-Jun;2(2):110-8. doi: 10.1109/TCBB.2005.28. IEEE/ACM Trans Comput Biol Bioinform. 2005. PMID: 17044176
Machine learning methods for predictive proteomics.
Barla A, Jurman G, Riccadonna S, Merler S, Chierici M, Furlanello C. Barla A, et al. Among authors: jurman g. Brief Bioinform. 2008 Mar;9(2):119-28. doi: 10.1093/bib/bbn008. Epub 2008 Feb 29. Brief Bioinform. 2008. PMID: 18310105 Review.
Repeatability of published microarray gene expression analyses.
Ioannidis JP, Allison DB, Ball CA, Coulibaly I, Cui X, Culhane AC, Falchi M, Furlanello C, Game L, Jurman G, Mangion J, Mehta T, Nitzberg M, Page GP, Petretto E, van Noort V. Ioannidis JP, et al. Among authors: jurman g. Nat Genet. 2009 Feb;41(2):149-55. doi: 10.1038/ng.295. Epub 2008 Jan 28. Nat Genet. 2009. PMID: 19174838
Functional analysis of multiple genomic signatures demonstrates that classification algorithms choose phenotype-related genes.
Shi W, Bessarabova M, Dosymbekov D, Dezso Z, Nikolskaya T, Dudoladova M, Serebryiskaya T, Bugrim A, Guryanov A, Brennan RJ, Shah R, Dopazo J, Chen M, Deng Y, Shi T, Jurman G, Furlanello C, Thomas RS, Corton JC, Tong W, Shi L, Nikolsky Y. Shi W, et al. Among authors: jurman g. Pharmacogenomics J. 2010 Aug;10(4):310-23. doi: 10.1038/tpj.2010.35. Pharmacogenomics J. 2010. PMID: 20676069 Free PMC article.
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.
Shi L, Campbell G, Jones WD, Campagne F, Wen Z, Walker SJ, Su Z, Chu TM, Goodsaid FM, Pusztai L, Shaughnessy JD Jr, Oberthuer A, Thomas RS, Paules RS, Fielden M, Barlogie B, Chen W, Du P, Fischer M, Furlanello C, Gallas BD, Ge X, Megherbi DB, Symmans WF, Wang MD, Zhang J, Bitter H, Brors B, Bushel PR, Bylesjo M, Chen M, Cheng J, Cheng J, Chou J, Davison TS, Delorenzi M, Deng Y, Devanarayan V, Dix DJ, Dopazo J, Dorff KC, Elloumi F, Fan J, Fan S, Fan X, Fang H, Gonzaludo N, Hess KR, Hong H, Huan J, Irizarry RA, Judson R, Juraeva D, Lababidi S, Lambert CG, Li L, Li Y, Li Z, Lin SM, Liu G, Lobenhofer EK, Luo J, Luo W, McCall MN, Nikolsky Y, Pennello GA, Perkins RG, Philip R, Popovici V, Price ND, Qian F, Scherer A, Shi T, Shi W, Sung J, Thierry-Mieg D, Thierry-Mieg J, Thodima V, Trygg J, Vishnuvajjala L, Wang SJ, Wu J, Wu Y, Xie Q, Yousef WA, Zhang L, Zhang X, Zhong S, Zhou Y, Zhu S, Arasappan D, Bao W, Lucas AB, Berthold F, Brennan RJ, Buness A, Catalano JG, Chang C, Chen R, Cheng Y, Cui J, Czika W, Demichelis F, Deng X, Dosymbekov D, Eils R, Feng Y, Fostel J, Fulmer-Smentek S, Fuscoe JC, Gatto L, Ge W, Goldstein DR, Guo L, Halbert DN, Han J, Harris SC, Hatzis C, Herman D, Huang J, J… See abstract for full author list ➔ Shi L, et al. Among authors: jurman g. Nat Biotechnol. 2010 Aug;28(8):827-38. doi: 10.1038/nbt.1665. Epub 2010 Jul 30. Nat Biotechnol. 2010. PMID: 20676074 Free PMC article.
77 results