Martin Schumacher

According to our database, Martin Schumacher authored at least 20 papers between 1994 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease.

Pascal Schlosser, Jochen Knaus, Maximilian Schmutz, Konstanze Döhner, Christoph Plass, Lars Bullinger, Rainer Claus, Harald Binder, Michael Lübbert, Martin Schumacher

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

2018

Control procedures and estimators of the false discovery rate and their application in low-dimensional settings: an empirical investigation.

Regina Brinster, Anna Köttgen, Bamidele O. Tayo, Martin Schumacher, Peggy Sekula

BMC Bioinform., 2018

2016

Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information.

Stefanie Hieke, Axel Benner, Richard F. Schlenl, Martin Schumacher, Lars Bullinger, Harald Binder

BMC Bioinform., 2016

2014

minPtest: a resampling based gene region-level testing procedure for genetic case-control studies.

Stefanie Hieke, Harald Binder, Alexandra Nieters, Martin Schumacher

Comput. Stat., 2014

2013

Can matching improve the performance of boosting for identifying important genes in observational studies?

Veronika Reiser, Christine Porzelius, Susanne Stampf, Martin Schumacher, Harald Binder

Comput. Stat., 2013

2011

The benefit of data-based model complexity selection via prediction error curves in time-to-event data.

Christine Porzelius, Martin Schumacher, Harald Binder

Comput. Stat., 2011

Estimating summary functionals in multistate models with an application to hospital infection data.

Arthur Allignol, Martin Schumacher, Jan Beyersmann

Comput. Stat., 2011

Simulating and analysing infectious disease data in a heterogeneous population with migration.

Martin Wolkewitz, Martin Schumacher

Comput. Methods Programs Biomed., 2011

2010

Sparse regression techniques in low-dimensional survival data settings.

Christine Porzelius, Martin Schumacher, Harald Binder

Stat. Comput., 2010

2009

Incorporating pathway information into boosting estimation of high-dimensional risk prediction models.

Harald Binder, Martin Schumacher

BMC Bioinform., 2009

Parallelized prediction error estimation for evaluation of high-dimensional models.

Christine Porzelius, Harald Binder, Martin Schumacher

Bioinform., 2009

Boosting for high-dimensional time-to-event data with competing risks.

Harald Binder, Arthur Allignol, Martin Schumacher, Jan Beyersmann

Bioinform., 2009

2008

Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models.

Harald Binder, Martin Schumacher

BMC Bioinform., 2008

Comment on "network-constrained regularization and variable selection for analysis of genomic data".

Harald Binder, Martin Schumacher

Bioinform., 2008

2007

Assessment of survival prediction models based on microarray data.

Martin Schumacher, Harald Binder, Thomas Gerds

Bioinform., 2007

2006

Estimating the functional form of a continuous covariate's effect on survival time.

Norbert Holländer, Martin Schumacher

Comput. Stat. Data Anal., 2006

2001

Functional MRI in Patients with Band Heterotopia.

Joachim Spreer, Peter Martin, Wark M. Greenlee, Rainer Wohlfarth, Axel Hammen, Sebastian M. Arnold, Martin Schumacher

NeuroImage, 2001

2000

Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models.

Willi Sauerbrei, Martin Schumacher

Proceedings of the Medical Data Analysis, First International Symposium, 2000

1994

Randomisierte und nicht-randomisierte Patienten in klinischen Therapiestudien: Erfahrungen mit dem CCS-Design.

C. Schmoor, M. Olschewski, Martin Schumacher

Proceedings of the Medizin und Information, 1994

Berücksichtigung prognostischer Faktoren bei der Planung von Therapiestudien.

Erika Graf, Willi Sauerbrei, Martin Schumacher, Claudia Schmoor

Proceedings of the Medizin und Information, 1994