Zhu J - Search Results

1

Improved classification of mass spectrometry database search results using newer machine learning approaches.

Ulintz PJ, Zhu J, Qin ZS, Andrews PC. Ulintz PJ, et al. Among authors: zhu j. Mol Cell Proteomics. 2006 Mar;5(3):497-509. doi: 10.1074/mcp.M500233-MCP200. Epub 2005 Nov 30. Mol Cell Proteomics. 2006. PMID: 16321970 Free article.

2

Classification of gene microarrays by penalized logistic regression.

Zhu J, Hastie T. Zhu J, et al. Biostatistics. 2004 Jul;5(3):427-43. doi: 10.1093/biostatistics/5.3.427. Biostatistics. 2004. PMID: 15208204

3

Hybrid huberized support vector machines for microarray classification and gene selection.

Wang L, Zhu J, Zou H. Wang L, et al. Among authors: zhu j. Bioinformatics. 2008 Feb 1;24(3):412-9. doi: 10.1093/bioinformatics/btm579. Epub 2008 Jan 5. Bioinformatics. 2008. PMID: 18175770

4

Algorithms outperform metabolite tests in predicting response of patients with inflammatory bowel disease to thiopurines.

Waljee AK, Joyce JC, Wang S, Saxena A, Hart M, Zhu J, Higgins PD. Waljee AK, et al. Among authors: zhu j. Clin Gastroenterol Hepatol. 2010 Feb;8(2):143-50. doi: 10.1016/j.cgh.2009.09.031. Epub 2009 Oct 14. Clin Gastroenterol Hepatol. 2010. PMID: 19835986

5

Improvement of predictive models of risk of disease progression in chronic hepatitis C by incorporating longitudinal data.

Konerman MA, Zhang Y, Zhu J, Higgins PD, Lok AS, Waljee AK. Konerman MA, et al. Among authors: zhu j. Hepatology. 2015 Jun;61(6):1832-41. doi: 10.1002/hep.27750. Epub 2015 Mar 20. Hepatology. 2015. PMID: 25684666 Free PMC article. Clinical Trial.

6

Predicting Hospitalization and Outpatient Corticosteroid Use in Inflammatory Bowel Disease Patients Using Machine Learning.

Waljee AK, Lipson R, Wiitala WL, Zhang Y, Liu B, Zhu J, Wallace B, Govani SM, Stidham RW, Hayward R, Higgins PDR. Waljee AK, et al. Among authors: zhu j. Inflamm Bowel Dis. 2017 Dec 19;24(1):45-53. doi: 10.1093/ibd/izx007. Inflamm Bowel Dis. 2017. PMID: 29272474 Free PMC article.

7

Improved centroids estimation for the nearest shrunken centroid classifier.

Wang S, Zhu J. Wang S, et al. Among authors: zhu j. Bioinformatics. 2007 Apr 15;23(8):972-9. doi: 10.1093/bioinformatics/btm046. Epub 2007 Mar 24. Bioinformatics. 2007. PMID: 17384429

8

Machine Learning Algorithms for Objective Remission and Clinical Outcomes with Thiopurines.

Waljee AK, Sauder K, Patel A, Segar S, Liu B, Zhang Y, Zhu J, Stidham RW, Balis U, Higgins PDR. Waljee AK, et al. Among authors: zhu j. J Crohns Colitis. 2017 Jul 1;11(7):801-810. doi: 10.1093/ecco-jcc/jjx014. J Crohns Colitis. 2017. PMID: 28333183 Free PMC article.

9

Estimate ecotoxicity characterization factors for chemicals in life cycle assessment using machine learning models.

Hou P, Jolliet O, Zhu J, Xu M. Hou P, et al. Among authors: zhu j. Environ Int. 2020 Feb;135:105393. doi: 10.1016/j.envint.2019.105393. Epub 2019 Dec 18. Environ Int. 2020. PMID: 31862642 Free article.

10

Predicting Incident Adenocarcinoma of the Esophagus or Gastric Cardia Using Machine Learning of Electronic Health Records.

Rubenstein JH, Fontaine S, MacDonald PW, Burns JA, Evans RR, Arasim ME, Chang JW, Firsht EM, Hawley ST, Saini SD, Wallner LP, Zhu J, Waljee AK. Rubenstein JH, et al. Among authors: zhu j. Gastroenterology. 2023 Dec;165(6):1420-1429.e10. doi: 10.1053/j.gastro.2023.08.011. Epub 2023 Aug 18. Gastroenterology. 2023. PMID: 37597631 Free PMC article.

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