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Reporting guidelines for human microbiome research: the STORMS checklist.
Mirzayi C, Renson A; Genomic Standards Consortium; Massive Analysis and Quality Control Society; Zohra F, Elsafoury S, Geistlinger L, Kasselman LJ, Eckenrode K, van de Wijgert J, Loughman A, Marques FZ, MacIntyre DA, Arumugam M, Azhar R, Beghini F, Bergstrom K, Bhatt A, Bisanz JE, Braun J, Bravo HC, Buck GA, Bushman F, Casero D, Clarke G, Collado MC, Cotter PD, Cryan JF, Demmer RT, Devkota S, Elinav E, Escobar JS, Fettweis J, Finn RD, Fodor AA, Forslund S, Franke A, Furlanello C, Gilbert J, Grice E, Haibe-Kains B, Handley S, Herd P, Holmes S, Jacobs JP, Karstens L, Knight R, Knights D, Koren O, Kwon DS, Langille M, Lindsay B, McGovern D, McHardy AC, McWeeney S, Mueller NT, Nezi L, Olm M, Palm N, Pasolli E, Raes J, Redinbo MR, Rühlemann M, Balfour Sartor R, Schloss PD, Schriml L, Segal E, Shardell M, Sharpton T, Smirnova E, Sokol H, Sonnenburg JL, Srinivasan S, Thingholm LB, Turnbaugh PJ, Upadhyay V, Walls RL, Wilmes P, Yamada T, Zeller G, Zhang M, Zhao N, Zhao L, Bao W, Culhane A, Devanarayan V, Dopazo J, Fan X, Fischer M, Jones W, Kusko R, Mason CE, Mercer TR, Sansone SA, Scherer A, Shi L, Thakkar S, Tong W, Wolfinger R, Hunter C, Segata N, Huttenhower C, Dowd JB, Jones HE… See abstract for full author list ➔ Mirzayi C, et al. Among authors: dopazo j. Nat Med. 2021 Nov;27(11):1885-1892. doi: 10.1038/s41591-021-01552-x. Epub 2021 Nov 17. Nat Med. 2021. PMID: 34789871 Free PMC article. Review.
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, Hua… See abstract for full author list ➔ Shi L, et al. Among authors: dopazo j. 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.
Assessing technical performance in differential gene expression experiments with external spike-in RNA control ratio mixtures.
Munro SA, Lund SP, Pine PS, Binder H, Clevert DA, Conesa A, Dopazo J, Fasold M, Hochreiter S, Hong H, Jafari N, Kreil DP, Łabaj PP, Li S, Liao Y, Lin SM, Meehan J, Mason CE, Santoyo-Lopez J, Setterquist RA, Shi L, Shi W, Smyth GK, Stralis-Pavese N, Su Z, Tong W, Wang C, Wang J, Xu J, Ye Z, Yang Y, Yu Y, Salit M. Munro SA, et al. Among authors: dopazo j. Nat Commun. 2014 Sep 25;5:5125. doi: 10.1038/ncomms6125. Nat Commun. 2014. PMID: 25254650 Free article.
Transparency and reproducibility in artificial intelligence.
Haibe-Kains B, Adam GA, Hosny A, Khodakarami F; Massive Analysis Quality Control (MAQC) Society Board of Directors; Waldron L, Wang B, McIntosh C, Goldenberg A, Kundaje A, Greene CS, Broderick T, Hoffman MM, Leek JT, Korthauer K, Huber W, Brazma A, Pineau J, Tibshirani R, Hastie T, Ioannidis JPA, Quackenbush J, Aerts HJWL. Haibe-Kains B, et al. Nature. 2020 Oct;586(7829):E14-E16. doi: 10.1038/s41586-020-2766-y. Epub 2020 Oct 14. Nature. 2020. PMID: 33057217 Free PMC article.
DOME: recommendations for supervised machine learning validation in biology.
Walsh I, Fishman D, Garcia-Gasulla D, Titma T, Pollastri G; ELIXIR Machine Learning Focus Group; Harrow J, Psomopoulos FE, Tosatto SCE. Walsh I, et al. Nat Methods. 2021 Oct;18(10):1122-1127. doi: 10.1038/s41592-021-01205-4. Nat Methods. 2021. PMID: 34316068 Free article. No abstract available.
Orchestrating and sharing large multimodal data for transparent and reproducible research.
Mammoliti A, Smirnov P, Nakano M, Safikhani Z, Eeles C, Seo H, Nair SK, Mer AS, Smith I, Ho C, Beri G, Kusko R; Massive Analysis Quality Control (MAQC) Society Board of Directors; Lin E, Yu Y, Martin S, Hafner M, Haibe-Kains B. Mammoliti A, et al. Nat Commun. 2021 Oct 4;12(1):5797. doi: 10.1038/s41467-021-25974-w. Nat Commun. 2021. PMID: 34608132 Free PMC article.
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
Menden MP, Wang D, Mason MJ, Szalai B, Bulusu KC, Guan Y, Yu T, Kang J, Jeon M, Wolfinger R, Nguyen T, Zaslavskiy M; AstraZeneca-Sanger Drug Combination DREAM Consortium; Jang IS, Ghazoui Z, Ahsen ME, Vogel R, Neto EC, Norman T, Tang EKY, Garnett MJ, Veroli GYD, Fawell S, Stolovitzky G, Guinney J, Dry JR, Saez-Rodriguez J. Menden MP, et al. Nat Commun. 2019 Jun 17;10(1):2674. doi: 10.1038/s41467-019-09799-2. Nat Commun. 2019. PMID: 31209238 Free PMC article.
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: dopazo j. Pharmacogenomics J. 2010 Aug;10(4):310-23. doi: 10.1038/tpj.2010.35. Pharmacogenomics J. 2010. PMID: 20676069 Free PMC article.
371 results