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Machine Learning Models for Predicting Liver Toxicity.
Liu J, Guo W, Sakkiah S, Ji Z, Yavas G, Zou W, Chen M, Tong W, Patterson TA, Hong H. Liu J, et al. Methods Mol Biol. 2022;2425:393-415. doi: 10.1007/978-1-0716-1960-5_15. Methods Mol Biol. 2022. PMID: 35188640
Machine Learning Models for Predicting Cytotoxicity of Nanomaterials.
Ji Z, Guo W, Wood EL, Liu J, Sakkiah S, Xu X, Patterson TA, Hong H. Ji Z, et al. Among authors: liu j. Chem Res Toxicol. 2022 Feb 21;35(2):125-139. doi: 10.1021/acs.chemrestox.1c00310. Epub 2022 Jan 14. Chem Res Toxicol. 2022. PMID: 35029374 Review.
Estimating relative noise to signal in DNA microarray data.
Hong H, Hong Q, Liu J, Tong W, Shi L. Hong H, et al. Among authors: liu j. Int J Bioinform Res Appl. 2013;9(5):433-48. doi: 10.1504/IJBRA.2013.056085. Int J Bioinform Res Appl. 2013. PMID: 24001721 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, Hua… See abstract for full author list ➔ Shi L, et al. Among authors: liu j, liu z, liu y, liu 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.
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