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Items: 12

1.

Bayesian Statistical Inference in Ion-Channel Models with Exact Missed Event Correction.

Epstein M, Calderhead B, Girolami MA, Sivilotti LG.

Biophys J. 2016 Jul 26;111(2):333-348. doi: 10.1016/j.bpj.2016.04.053.

2.

Quantification of functionalised gold nanoparticle-targeted knockdown of gene expression in HeLa cells.

Jiwaji M, Sandison ME, Reboud J, Stevenson R, Daly R, Barkess G, Faulds K, Kolch W, Graham D, Girolami MA, Cooper JM, Pitt AR.

PLoS One. 2014 Jun 13;9(6):e99458. doi: 10.1371/journal.pone.0099458. eCollection 2014.

3.

Markov chain Monte Carlo inference for Markov jump processes via the linear noise approximation.

Stathopoulos V, Girolami MA.

Philos Trans A Math Phys Eng Sci. 2012 Dec 31;371(1984):20110541. doi: 10.1098/rsta.2011.0541. Print 2013 Feb 13.

PMID:
23277599
4.

Unique reporter-based sensor platforms to monitor signalling in cells.

Jiwaji M, Daly R, Gibriel A, Barkess G, McLean P, Yang J, Pansare K, Cumming S, McLauchlan A, Kamola PJ, Bhutta MS, West AG, West KL, Kolch W, Girolami MA, Pitt AR.

PLoS One. 2012;7(11):e50521. doi: 10.1371/journal.pone.0050521. Epub 2012 Nov 29.

5.

Multiclass relevance vector machines: sparsity and accuracy.

Psorakis I, Damoulas T, Girolami MA.

IEEE Trans Neural Netw. 2010 Oct;21(10):1588-98. doi: 10.1109/TNN.2010.2064787. Epub 2010 Aug 30.

PMID:
20805053
6.

Naturally occurring human urinary peptides for use in diagnosis of chronic kidney disease.

Good DM, Zürbig P, Argilés A, Bauer HW, Behrens G, Coon JJ, Dakna M, Decramer S, Delles C, Dominiczak AF, Ehrich JH, Eitner F, Fliser D, Frommberger M, Ganser A, Girolami MA, Golovko I, Gwinner W, Haubitz M, Herget-Rosenthal S, Jankowski J, Jahn H, Jerums G, Julian BA, Kellmann M, Kliem V, Kolch W, Krolewski AS, Luppi M, Massy Z, Melter M, Neusüss C, Novak J, Peter K, Rossing K, Rupprecht H, Schanstra JP, Schiffer E, Stolzenburg JU, Tarnow L, Theodorescu D, Thongboonkerd V, Vanholder R, Weissinger EM, Mischak H, Schmitt-Kopplin P.

Mol Cell Proteomics. 2010 Nov;9(11):2424-37. doi: 10.1074/mcp.M110.001917. Epub 2010 Jul 8.

7.

Predictive response-relevant clustering of expression data provides insights into disease processes.

Hopcroft LE, McBride MW, Harris KJ, Sampson AK, McClure JD, Graham D, Young G, Holyoake TL, Girolami MA, Dominiczak AF.

Nucleic Acids Res. 2010 Nov;38(20):6831-40. doi: 10.1093/nar/gkq550. Epub 2010 Jun 22.

8.

Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection.

Damoulas T, Girolami MA.

Bioinformatics. 2008 May 15;24(10):1264-70. doi: 10.1093/bioinformatics/btn112. Epub 2008 Mar 31.

PMID:
18378524
9.

ParCrys: a Parzen window density estimation approach to protein crystallization propensity prediction.

Overton IM, Padovani G, Girolami MA, Barton GJ.

Bioinformatics. 2008 Apr 1;24(7):901-7. doi: 10.1093/bioinformatics/btn055. Epub 2008 Feb 19.

PMID:
18285371
10.

Bayesian ranking of biochemical system models.

Vyshemirsky V, Girolami MA.

Bioinformatics. 2008 Mar 15;24(6):833-9. Epub 2007 Dec 5. Erratum in: Bioinformatics. 2008 Oct 15;24(20):2421.

PMID:
18057018
11.

Advances in urinary proteome analysis and biomarker discovery.

Fliser D, Novak J, Thongboonkerd V, Argilés A, Jankowski V, Girolami MA, Jankowski J, Mischak H.

J Am Soc Nephrol. 2007 Apr;18(4):1057-71. Epub 2007 Feb 28. Review.

12.

Clustering via kernel decomposition.

Szymkowiak-Have A, Girolami MA, Larsen J.

IEEE Trans Neural Netw. 2006 Jan;17(1):256-64.

PMID:
16526496

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