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Silke Janitza

Observed names: Janitza, S., Janitza, Silke, S Janitza, S. Janitza
ORCID: 0000-0003-0948-1501
Observed ORCID: 0000-0003-0948-1501
OpenAlex ID: A5076657542
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
2012 · Anne‐Laure Boulesteix, Silke Janitza, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 966
On the overestimation of random forest’s out-of-bag error
2018 · Silke Janitza, Roman Hornung · PLoS ONE · 297
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An AUC-based permutation variable importance measure for random forests
2013 · Silke Janitza, Carolin Strobl, et al. · BMC Bioinformatics · 275
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Random forest for ordinal responses: Prediction and variable selection
2015 · Silke Janitza, Gerhard Tutz, et al. · Computational Statistics & Data Analysis · 235
A computationally fast variable importance test for random forests for high-dimensional data
2016 · Silke Janitza, Ender Celik, et al. · Advances in Data Analysis and Classification · 217
Subsampling Versus Bootstrapping in Resampling-Based Model Selection for Multivariable Regression
2015 · Riccardo De Bin, Silke Janitza, et al. · Biometrics · 105
Time trends in depression prevalence and health-related correlates: results from population-based surveys in Germany 1997–1999 vs. 2009–2012
2018 · Julia Bretschneider, Silke Janitza, et al. · BMC Psychiatry · 96
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Core Muscle Size Predicts Postoperative Outcome in Lung Transplant Candidates
2016 · Thomas Weig, Katrin Milger, et al. · The Annals of Thoracic Surgery · 77
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Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests
2014 · A.-L. Boulesteix, S. Janitza, et al. · Briefings in Bioinformatics · 57
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Age-specific norms and validation of the German SDQ parent version based on a nationally representative sample (KiGGS)
2019 · Silke Janitza, Kathrin Klipker, et al. · European Child & Adolescent Psychiatry · 54
Lung volumes predict survival in patients with chronic lung allograft dysfunction
2017 · Nikolaus Kneidinger, Katrin Milger, et al. · European Respiratory Journal · 43
Influence of abdominal obesity on multiorgan dysfunction and mortality in acute respiratory distress syndrome patients treated with prone positioning
2014 · Thomas Weig, Silke Janitza, et al. · Journal of Critical Care · 37
Gender-Specific Differences in Low-Dose Haloperidol Response for Prevention of Postoperative Nausea and Vomiting: A Register-Based Cohort Study
2016 · Florian Brettner, Silke Janitza, et al. · PLoS ONE · 33
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Pitfalls of hypothesis tests and model selection on bootstrap samples: Causes and consequences in biometrical applications
2015 · Silke Janitza, Harald Binder, et al. · Biometrical Journal · 28
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A computationally fast variable importance test for random forests for high-dimensional data
2016 · Silke Janitza, Ender Celik, et al. · Advances in Data Analysis and Classification · 22
Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations
2018 · Anne‐Laure Boulesteix, Silke Janitza, et al. · Biometrical Journal · 18
Finerenone in Patients With Chronic Kidney Disease Due to Glomerular Diseases
2026 · Brendon L. Neuen, Vlado Perkovic, et al. · JAMA · 13
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Gram-negative and -positive bacteria differentiation in blood culture samples by headspace volatile compound analysis
2016 · Michael E. Dolch, Silke Janitza, et al. · Journal of Biological Research - Thessaloniki · 13
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Determination of breath isoprene allows the identification of the expiratory fraction of the propofol breath signal during real-time propofol breath monitoring
2013 · Cyrill Hornuss, Michael E. Dolch, et al. · Journal of Clinical Monitoring and Computing · 13
Quantification of Adipose Tissue and Muscle Mass Based on Computed Tomography Scans: Comparison of Eight Planimetric and Diametric Techniques Including a Step-By-Step Guide
2018 · Thomas Irlbeck, Silke Janitza, et al. · European Surgical Research · 12
Lung volumes predict survival in patients with chronic lung allograft dysfunction
2017 · N Kneidinger, K Milger, et al. · Pneumologie · 12
Categorical variables with many categories are preferentially selected in bootstrap‐based model selection procedures for multivariable regression models
2016 · Susanne Rospleszcz, Silke Janitza, et al. · Biometrical Journal · 10
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elaborator: A Novel App for Insights into Laboratory Data of Clinical Trials
2021 · Silke Janitza, Madhurima Majumder, et al. · Therapeutic Innovation & Regulatory Science · 4
Random Forests for Ordinal Response Data: Prediction and Variable Selection
2014 · Janitza, Silke, Tutz, Gerhard, et al. · Open access LMU (Ludwid Maxmilian's Universitat Munchen) · 4
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The developmental course of mental health problems among children and adolescents. Results of the KiGGS cohort
2018 · Baumgarten, Franz, Klipker, Kathrin, et al. · Publication server of the Robert Koch Institute (Robert Kock Institute) · 2
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Works count: 38
Citation count: 2,647
H-index: 16
I10-index: 22
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