Altmann A - Search Results

1

Predicting response to antiretroviral treatment by machine learning: the EuResist project.

Zazzi M, Incardona F, Rosen-Zvi M, Prosperi M, Lengauer T, Altmann A, Sonnerborg A, Lavee T, Schülter E, Kaiser R. Zazzi M, et al. Among authors: altmann a. Intervirology. 2012;55(2):123-7. doi: 10.1159/000332008. Epub 2012 Jan 24. Intervirology. 2012. PMID: 22286881 Free article. Review.

2

Prediction of response to antiretroviral therapy by human experts and by the EuResist data-driven expert system (the EVE study).

Zazzi M, Kaiser R, Sönnerborg A, Struck D, Altmann A, Prosperi M, Rosen-Zvi M, Petroczi A, Peres Y, Schülter E, Boucher CA, Brun-Vezinet F, Harrigan PR, Morris L, Obermeier M, Perno CF, Phanuphak P, Pillay D, Shafer RW, Vandamme AM, van Laethem K, Wensing AM, Lengauer T, Incardona F. Zazzi M, et al. Among authors: altmann a. HIV Med. 2011 Apr;12(4):211-8. doi: 10.1111/j.1468-1293.2010.00871.x. Epub 2010 Aug 19. HIV Med. 2011. PMID: 20731728 Free article.

3

Investigation of expert rule bases, logistic regression, and non-linear machine learning techniques for predicting response to antiretroviral treatment.

Prosperi MC, Altmann A, Rosen-Zvi M, Aharoni E, Borgulya G, Bazso F, Sönnerborg A, Schülter E, Struck D, Ulivi G, Vandamme AM, Vercauteren J, Zazzi M; EuResist and Virolab study groups. Prosperi MC, et al. Among authors: altmann a. Antivir Ther. 2009;14(3):433-42. Antivir Ther. 2009. PMID: 19474477

4

Efficacy of antiretroviral therapy switch in HIV-infected patients: a 10-year analysis of the EuResist Cohort.

Oette M, Schülter E, Rosen-Zvi M, Peres Y, Zazzi M, Sönnerborg A, Struck D, Altmann A, Kaiser R; EuResist Network Study Group. Oette M, et al. Among authors: altmann a. Intervirology. 2012;55(2):160-6. doi: 10.1159/000332018. Epub 2012 Jan 24. Intervirology. 2012. PMID: 22286887 Free article.

5

Selecting anti-HIV therapies based on a variety of genomic and clinical factors.

Rosen-Zvi M, Altmann A, Prosperi M, Aharoni E, Neuvirth H, Sönnerborg A, Schülter E, Struck D, Peres Y, Incardona F, Kaiser R, Zazzi M, Lengauer T. Rosen-Zvi M, et al. Among authors: altmann a. Bioinformatics. 2008 Jul 1;24(13):i399-406. doi: 10.1093/bioinformatics/btn141. Bioinformatics. 2008. PMID: 18586740 Free PMC article.

6

Comparison of classifier fusion methods for predicting response to anti HIV-1 therapy.

Altmann A, Rosen-Zvi M, Prosperi M, Aharoni E, Neuvirth H, Schülter E, Büch J, Struck D, Peres Y, Incardona F, Sönnerborg A, Kaiser R, Zazzi M, Lengauer T. Altmann A, et al. PLoS One. 2008;3(10):e3470. doi: 10.1371/journal.pone.0003470. Epub 2008 Oct 21. PLoS One. 2008. PMID: 18941628 Free PMC article.

7

Predicting the response to combination antiretroviral therapy: retrospective validation of geno2pheno-THEO on a large clinical database.

Altmann A, Däumer M, Beerenwinkel N, Peres Y, Schülter E, Büch J, Rhee SY, Sönnerborg A, Fessel WJ, Shafer RW, Zazzi M, Kaiser R, Lengauer T. Altmann A, et al. J Infect Dis. 2009 Apr 1;199(7):999-1006. doi: 10.1086/597305. J Infect Dis. 2009. PMID: 19239365

8

Advantages of predicted phenotypes and statistical learning models in inferring virological response to antiretroviral therapy from HIV genotype.

Altmann A, Sing T, Vermeiren H, Winters B, Van Craenenbroeck E, Van der Borght K, Rhee SY, Shafer RW, Schülter E, Kaiser R, Peres Y, Sönnerborg A, Fessel WJ, Incardona F, Zazzi M, Bacheler L, Van Vlijmen H, Lengauer T. Altmann A, et al. Antivir Ther. 2009;14(2):273-83. Antivir Ther. 2009. PMID: 19430102

9

Only slight impact of predicted replicative capacity for therapy response prediction.

Weisser H, Altmann A, Sierra S, Incardona F, Struck D, Sönnerborg A, Kaiser R, Zazzi M, Tschochner M, Walter H, Lengauer T. Weisser H, et al. Among authors: altmann a. PLoS One. 2010 Feb 3;5(2):e9044. doi: 10.1371/journal.pone.0009044. PLoS One. 2010. PMID: 20140263 Free PMC article.

10

Antiretroviral therapy optimisation without genotype resistance testing: a perspective on treatment history based models.

Prosperi MC, Rosen-Zvi M, Altmann A, Zazzi M, Di Giambenedetto S, Kaiser R, Schülter E, Struck D, Sloot P, van de Vijver DA, Vandamme AM, Sönnerborg A; EuResist study group; Virolab study group. Prosperi MC, et al. Among authors: altmann a. PLoS One. 2010 Oct 29;5(10):e13753. doi: 10.1371/journal.pone.0013753. PLoS One. 2010. PMID: 21060792 Free PMC article.

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