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Results: 1 to 20 of 52

1.

Investigating the prediction ability of survival models based on both clinical and omics data: two case studies.

Bin RD, Sauerbrei W, Boulesteix AL.

Stat Med. 2014 Jul 9. doi: 10.1002/sim.6246. [Epub ahead of print]

PMID:
25042390
[PubMed - as supplied by publisher]
2.

Cross-study validation for the assessment of prediction algorithms.

Bernau C, Riester M, Boulesteix AL, Parmigiani G, Huttenhower C, Waldron L, Trippa L.

Bioinformatics. 2014 Jun 15;30(12):i105-12. doi: 10.1093/bioinformatics/btu279.

PMID:
24931973
[PubMed - in process]
Free PMC Article
3.

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests.

Boulesteix AL, Janitza S, Hapfelmeier A, Van Steen K, Strobl C.

Brief Bioinform. 2014 Apr 9. [Epub ahead of print]

PMID:
24723569
[PubMed - as supplied by publisher]
4.

Machine learning versus statistical modeling.

Boulesteix AL, Schmid M.

Biom J. 2014 Jun;56(4):588-93. doi: 10.1002/bimj.201300226. Epub 2014 Feb 26.

PMID:
24615669
[PubMed - in process]
5.

Molecular differences between chronic and aggressive periodontitis.

Kebschull M, Guarnieri P, Demmer RT, Boulesteix AL, Pavlidis P, Papapanou PN.

J Dent Res. 2013 Dec;92(12):1081-8. doi: 10.1177/0022034513506011. Epub 2013 Oct 11.

PMID:
24122488
[PubMed - indexed for MEDLINE]
6.

On representative and illustrative comparisons with real data in bioinformatics: response to the letter to the editor by Smith et al.

Boulesteix AL.

Bioinformatics. 2013 Oct 15;29(20):2664-6. doi: 10.1093/bioinformatics/btt458. Epub 2013 Aug 8. No abstract available.

PMID:
23929033
[PubMed - indexed for MEDLINE]
7.

Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms.

Bernau C, Augustin T, Boulesteix AL.

Biometrics. 2013 Sep;69(3):693-702. doi: 10.1111/biom.12041. Epub 2013 Jul 11.

PMID:
23845182
[PubMed - indexed for MEDLINE]
8.

What is the "normal" fetal heart rate?

Pildner von Steinburg S, Boulesteix AL, Lederer C, Grunow S, Schiermeier S, Hatzmann W, Schneider KT, Daumer M.

PeerJ. 2013 Jun 4;1:e82. doi: 10.7717/peerj.82. Print 2013.

PMID:
23761161
[PubMed]
Free PMC Article
9.

A plea for neutral comparison studies in computational sciences.

Boulesteix AL, Lauer S, Eugster MJ.

PLoS One. 2013 Apr 24;8(4):e61562. doi: 10.1371/journal.pone.0061562. Print 2013.

PMID:
23637855
[PubMed - indexed for MEDLINE]
Free PMC Article
10.

Iterative reconstruction of high-dimensional Gaussian Graphical Models based on a new method to estimate partial correlations under constraints.

Guillemot V, Bender A, Boulesteix AL.

PLoS One. 2013 Apr 11;8(4):e60536. doi: 10.1371/journal.pone.0060536. Print 2013.

PMID:
23593235
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

An AUC-based permutation variable importance measure for random forests.

Janitza S, Strobl C, Boulesteix AL.

BMC Bioinformatics. 2013 Apr 5;14:119. doi: 10.1186/1471-2105-14-119.

PMID:
23560875
[PubMed - indexed for MEDLINE]
Free PMC Article
12.

Homografts in aortic position: does blood group incompatibility have an impact on patient outcomes?

Vogt F, Böll BM, Boulesteix AL, Kilian E, Santarpino G, Reichart B, Schmitz C.

Interact Cardiovasc Thorac Surg. 2013 May;16(5):619-24. doi: 10.1093/icvts/ivs515. Epub 2013 Feb 6.

PMID:
23390142
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

Application of microarray analysis on computer cluster and cloud platforms.

Bernau C, Boulesteix AL, Knaus J.

Methods Inf Med. 2013;52(1):65-71. doi: 10.3414/ME11-02-0043. Epub 2012 Nov 27.

PMID:
23188517
[PubMed - indexed for MEDLINE]
14.

Breath isoprene concentrations in persons undergoing general anesthesia and in healthy volunteers.

Hornuss C, Zagler A, Dolch ME, Wiepcke D, Praun S, Boulesteix AL, Weis F, Apfel CC, Schelling G.

J Breath Res. 2012 Dec;6(4):046004. doi: 10.1088/1752-7155/6/4/046004. Epub 2012 Nov 15.

PMID:
23151715
[PubMed - indexed for MEDLINE]
15.

Stability investigations of multivariable regression models derived from low- and high-dimensional data.

Sauerbrei W, Boulesteix AL, Binder H.

J Biopharm Stat. 2011 Nov;21(6):1206-31. doi: 10.1080/10543406.2011.629890.

PMID:
22023687
[PubMed - indexed for MEDLINE]
16.

AUC-RF: a new strategy for genomic profiling with random forest.

Calle ML, Urrea V, Boulesteix AL, Malats N.

Hum Hered. 2011;72(2):121-32. doi: 10.1159/000330778. Epub 2011 Oct 11.

PMID:
21996641
[PubMed - indexed for MEDLINE]
17.

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations.

Boulesteix AL, Bender A, Lorenzo Bermejo J, Strobl C.

Brief Bioinform. 2012 May;13(3):292-304. doi: 10.1093/bib/bbr053. Epub 2011 Sep 10.

PMID:
21908865
[PubMed - indexed for MEDLINE]
Free Article
18.

Inhibition of radiation induced migration of human head and neck squamous cell carcinoma cells by blocking of EGF receptor pathways.

Pickhard AC, Margraf J, Knopf A, Stark T, Piontek G, Beck C, Boulesteix AL, Scherer EQ, Pigorsch S, Schlegel J, Arnold W, Reiter R.

BMC Cancer. 2011 Sep 6;11:388. doi: 10.1186/1471-2407-11-388.

PMID:
21896192
[PubMed - indexed for MEDLINE]
Free PMC Article
19.

Use of pretransformation to cope with extreme values in important candidate features.

Boulesteix AL, Guillemot V, Sauerbrei W.

Biom J. 2011 Jul;53(4):673-88. doi: 10.1002/bimj.201000189. Epub 2011 May 30.

PMID:
21626533
[PubMed - indexed for MEDLINE]
20.

An eight-gene expression signature for the prediction of survival and time to treatment in chronic lymphocytic leukemia.

Herold T, Jurinovic V, Metzeler KH, Boulesteix AL, Bergmann M, Seiler T, Mulaw M, Thoene S, Dufour A, Pasalic Z, Schmidberger M, Schmidt M, Schneider S, Kakadia PM, Feuring-Buske M, Braess J, Spiekermann K, Mansmann U, Hiddemann W, Buske C, Bohlander SK.

Leukemia. 2011 Oct;25(10):1639-45. doi: 10.1038/leu.2011.125. Epub 2011 May 31. No abstract available.

PMID:
21625232
[PubMed - indexed for MEDLINE]

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