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Boosting the concordance index for survival data--a unified framework to derive and evaluate biomarker combinations

PloS one, 2014-01, Vol.9 (1), p.e84483-e84483

2014

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Randomized boosting with multivariable base-learners for high-dimensional variable selection and prediction

BMC bioinformatics, 2021-09, Vol.22 (1), p.1-441, Article 441

2021

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Estimating effective infection fatality rates during the course of the COVID-19 pandemic in Germany

BMC public health, 2021-06, Vol.21 (1), p.1073-1073, Article 1073

2021

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Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Chemical science (Cambridge), 2018, Vol.9 (24), p.5441-5451

2018

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gamboostLSS : An R Package for Model Building and Variable Selection in the GAMLSS Framework

Journal of statistical software, 2016-10, Vol.74 (1), p.1-31

2016

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Model-based boosting in R: a hands-on tutorial using the R package mboost

Computational statistics, 2014-02, Vol.29 (1-2), p.3-35

2014

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Estimating the course of the COVID-19 pandemic in Germany via spline-based hierarchical modelling of death counts

Scientific reports, 2022-06, Vol.12 (1), p.9784-9784, Article 9784

2022

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Redundancy-aware unsupervised ranking based on game theory: Ranking pathways in collections of gene sets

PloS one, 2023-03, Vol.18 (3), p.e0282699-e0282699

2023

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Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources

BMC bioinformatics, 2020-11, Vol.21 (1), p.524-524, Article 524

2020

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Postoperative delirium is an independent factor influencing the length of stay of elderly patients in the intensive care unit and in hospital

Journal of anesthesia, 2022-06, Vol.36 (3), p.341-348

2022

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Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

Applied statistics, 2012-05, Vol.61 (3), p.403-427

2012

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Effects of Omega-3 Fatty Acids on Postoperative Inflammatory Response: A Systematic Review and Meta-Analysis

Nutrients, 2023-07, Vol.15 (15), p.3414

2023

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The level of postoperative care influences mortality prediction by the POSPOM score: A retrospective cohort analysis

PloS one, 2021-09, Vol.16 (9), p.e0257829-e0257829

2021

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FABIA: factor analysis for bicluster acquisition

Bioinformatics, 2010-06, Vol.26 (12), p.1520-1527

2010

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Remotely delivered cognitive therapy for social anxiety disorder in adolescence: Preliminary efficacy evidence based on changes throughout treatment

Frontiers in psychology, 2023-01, Vol.13, p.915677-915677

2023

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Prospective, Blinded, Randomized Crossover Study of Gait Rehabilitation in Stroke Patients Using the Lokomat Gait Orthosis

Neurorehabilitation and neural repair, 2007-07, Vol.21 (4), p.307-314

2007

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IPF-LASSO: Integrative L1-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data

Computational and mathematical methods in medicine, 2017, Vol.2017, p.7691937-7691937

2017

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A statistical boosting framework for polygenic risk scores based on large-scale genotype data

Frontiers in genetics, 2023-01, Vol.13, p.1076440-1076440

2023

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Validation of the Preoperative Score to Predict Postoperative Mortality (POSPOM) in Germany

PloS one, 2021-01, Vol.16 (1), p.e0245841-e0245841

2021

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Variable Selection and Allocation in Joint Models via Gradient Boosting Techniques

Mathematics (Basel), 2023-01, Vol.11 (2), p.411

2023

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Prehospital misdiagnosis of acute cerebral disease for acute coronary syndrome: a retrospective study

Scandinavian journal of trauma, resuscitation and emergency medicine, 2022-12, Vol.30 (1), p.75-75, Article 75

2022

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Pharmacist-Led Medication Reviews to Identify and Collaboratively Resolve Drug-Related Problems in Psychiatry - A Controlled, Clinical Trial

PloS one, 2015-11, Vol.10 (11), p.e0142011-e0142011

2015

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The Impact of Perioperative and Predisposing Risk Factors on the Development of Postoperative Delirium and a Possible Gender Difference

Geriatrics (Basel), 2022-06, Vol.7 (3), p.65

2022

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Arginine vasopressin in 316 patients with advanced vasodilatory shock

Critical care medicine, 2005-11, Vol.33 (11), p.2659-2666

2005

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Arginine vasopressin in advanced vasodilatory shock: A prospective, randomized, controlled study

Circulation (New York, N.Y.), 2003-05, Vol.107 (18), p.2313-2319

2003

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Boosting the concordance index for survival data--a unified framework to derive and evaluate biomarker combinations

Randomized boosting with multivariable base-learners for high-dimensional variable selection and prediction

Estimating effective infection fatality rates during the course of the COVID-19 pandemic in Germany

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

gamboostLSS : An R Package for Model Building and Variable Selection in the GAMLSS Framework

Model-based boosting in R: a hands-on tutorial using the R package mboost

Estimating the course of the COVID-19 pandemic in Germany via spline-based hierarchical modelling of death counts

Redundancy-aware unsupervised ranking based on game theory: Ranking pathways in collections of gene sets

Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources

Postoperative delirium is an independent factor influencing the length of stay of elderly patients in the intensive care unit and in hospital

Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

Effects of Omega-3 Fatty Acids on Postoperative Inflammatory Response: A Systematic Review and Meta-Analysis

The level of postoperative care influences mortality prediction by the POSPOM score: A retrospective cohort analysis

FABIA: factor analysis for bicluster acquisition

Remotely delivered cognitive therapy for social anxiety disorder in adolescence: Preliminary efficacy evidence based on changes throughout treatment

Prospective, Blinded, Randomized Crossover Study of Gait Rehabilitation in Stroke Patients Using the Lokomat Gait Orthosis

IPF-LASSO: Integrative L1-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data

A statistical boosting framework for polygenic risk scores based on large-scale genotype data

Validation of the Preoperative Score to Predict Postoperative Mortality (POSPOM) in Germany

Variable Selection and Allocation in Joint Models via Gradient Boosting Techniques

Prehospital misdiagnosis of acute cerebral disease for acute coronary syndrome: a retrospective study

Pharmacist-Led Medication Reviews to Identify and Collaboratively Resolve Drug-Related Problems in Psychiatry - A Controlled, Clinical Trial

The Impact of Perioperative and Predisposing Risk Factors on the Development of Postoperative Delirium and a Possible Gender Difference

Arginine vasopressin in 316 patients with advanced vasodilatory shock

Arginine vasopressin in advanced vasodilatory shock: A prospective, randomized, controlled study

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