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List of works by Silke Janitza

An AUC-based permutation variable importance measure for random forests

scientific article

Categorical variables with many categories are preferentially selected in bootstrap-based model selection procedures for multivariable regression models

scientific article

Core Muscle Size Predicts Postoperative Outcome in Lung Transplant Candidates

scientific article published on 12 January 2016

Determination of breath isoprene allows the identification of the expiratory fraction of the propofol breath signal during real-time propofol breath monitoring

scientific article published on 23 March 2013

Gender-Specific Differences in Low-Dose Haloperidol Response for Prevention of Postoperative Nausea and Vomiting: A Register-Based Cohort Study

scientific article published on 11 January 2016

Gram-negative and -positive bacteria differentiation in blood culture samples by headspace volatile compound analysis

scientific article

Influence of abdominal obesity on multiorgan dysfunction and mortality in acute respiratory distress syndrome patients treated with prone positioning.

scientific article

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

scientific article published on 09 April 2014

Lung volumes predict survival in patients with chronic lung allograft dysfunction

scientific article published on 12 April 2017

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Pitfalls of hypothesis tests and model selection on bootstrap samples: Causes and consequences in biometrical applications

scientific article published on 15 September 2015

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

scientific article published on 23 January 2018

Subsampling versus bootstrapping in resampling-based model selection for multivariable regression

scientific article published on 19 August 2015

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