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Veröffentlichungsdatum
Anzahl der Publikationen: 13
2021
Czihal, Michael 
ORCID: https://orcid.org/0000-0003-4199-6345; Findik, Zeynep; Bernau, Christoph; Seidensticker, Max; Ricke, Jens; Hoffmann, Ulrich; Treitl, Marcus und Treitl, Karla-Maria
(2021):
Embolic Protection in Complex Femoropopliteal Interventions: Safety, Efficacy and Predictors of Filter Macroembolization.
In: Cardiovascular and interventional radiology, Bd. 44: S. 700-708
[PDF, 659kB]
ORCID: https://orcid.org/0000-0003-4199-6345; Findik, Zeynep; Bernau, Christoph; Seidensticker, Max; Ricke, Jens; Hoffmann, Ulrich; Treitl, Marcus und Treitl, Karla-Maria
(2021):
Embolic Protection in Complex Femoropopliteal Interventions: Safety, Efficacy and Predictors of Filter Macroembolization.
In: Cardiovascular and interventional radiology, Bd. 44: S. 700-708
[PDF, 659kB]
Czihal, Michael; Lottspeich, Christian; Bernau, Christoph; Henke, Teresa; Prearo, Ilaria; Mackert, Marc; Priglinger, Siegfried; Dechant, Claudia; Schulze-Koops, Hendrik und Hoffmann, Ulrich
(2021):
A Diagnostic Algorithm Based on a Simple Clinical Prediction Rule for the Diagnosis of Cranial Giant Cell Arteritis.
In: Journal of Clinical Medicine, Bd. 10, Nr. 6, 1163
2020
Zhang, Yuqing; Bernau, Christoph; Parmigiani, Giovanni und Waldron, Levi
(2020):
The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models.
In: Biostatistics, Bd. 21, Nr. 2: S. 253-268
2018
Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure und Bin, Riccardo de
(2018):
On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models.
In: Computational Statistics, Bd. 33, Nr. 3: S. 1195-1215
2016
Hornung, Roman; Causeur, David; Bernau, Christoph und Boulesteix, Anne-Laure
(8. Juni 2016):
Improving cross-study prediction through addon batch effect adjustment and addon normalization.
Department of Statistics: Technical Reports, Nr. 194
[PDF, 481kB]
Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure und De Bin, Riccardo
(7. Januar 2016):
On the choice and influence of the number of boosting steps.
Department of Statistics: Technical Reports, Nr. 188
[PDF, 472kB]
Hornung, Roman; Causeur, David; Bernau, Christoph und Boulesteix, Anne-Laure
(2016):
Improving cross-study prediction through addon batch effect adjustment or addon normalization.
In: Bioinformatics, Bd. 33, Nr. 3: S. 397-404
2015
Hornung, Roman; Bernau, Christoph; Truntzer, Caroline; Wilson, Rory; Stadler, Thomas und Boulesteix, Anne-Laure
(2015):
A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization.
In: BMC Medical Research Methodology
15:95
[PDF, 703kB]
2014
Hornung, Roman; Bernau, Christoph; Truntzer, Caroline; Stadler, Thomas und Boulesteix, Anne-Laure
(16. April 2014):
Full versus incomplete cross-validation: measuring the impact of imperfect separation between training and test sets in prediction error estimation.
Department of Statistics: Technical Reports, Nr. 159
[PDF, 580kB]
2013
Bernau, Christoph; Augustin, Thomas und Boulesteix, Anne-Laure
(2013):
Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms.
In: Biometrics, Bd. 69, Nr. 3: S. 693-702
Bernau, Christoph; Boulesteix, Anne-Laure und Knaus, J.
(2013):
Application of microarray analysis on computer cluster and cloud platforms.
In: Methods of Information in Medicine, Bd. 52, Nr. 1: S. 65-71
2011
Bernau, Christoph; Augustin, Thomas und Boulesteix, Anne-Laure
(April 2011):
Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation.
Department of Statistics: Technical Reports, Nr. 105
[PDF, 708kB]
2010
Bernau, Christoph und Boulesteix, Anne-Laure
(28. Januar 2010):
Variable Selection and Parameter Tuning in High-Dimensional Prediction.
Department of Statistics: Technical Reports, Nr. 76
[PDF, 448kB]