Martin Schumacher

20 papers Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform.
Pascal Schlosser, Jochen Knaus, Maximilian Schmutz, Konstanze Döhner, Christoph Plass, Lars Bullinger, Rainer Claus, Harald Binder, Michael Lübbert, Martin Schumacher
2018 J jnl
Control procedures and estimators of the false discovery rate and their application in low-dimensional settings: an empirical investigation.
BMC Bioinform.
Regina Brinster, Anna Köttgen, Bamidele O. Tayo, Martin Schumacher, Peggy Sekula
2016 J jnl
Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information.
BMC Bioinform.
Stefanie Hieke, Axel Benner, Richard F. Schlenl, Martin Schumacher, Lars Bullinger, Harald Binder
2014 J jnl
minPtest: a resampling based gene region-level testing procedure for genetic case-control studies.
Comput. Stat.
Stefanie Hieke, Harald Binder, Alexandra Nieters, Martin Schumacher
2013 J jnl
Can matching improve the performance of boosting for identifying important genes in observational studies?
Comput. Stat.
Veronika Reiser, Christine Porzelius, Susanne Stampf, Martin Schumacher, Harald Binder
2011 J jnl
Estimating summary functionals in multistate models with an application to hospital infection data.
Comput. Stat.
Arthur Allignol, Martin Schumacher, Jan Beyersmann
2011 J jnl
Simulating and analysing infectious disease data in a heterogeneous population with migration.
Comput. Methods Programs Biomed.
Martin Wolkewitz, Martin Schumacher
2011 J jnl
The benefit of data-based model complexity selection via prediction error curves in time-to-event data.
Comput. Stat.
Christine Porzelius, Martin Schumacher, Harald Binder
2010 J jnl
Sparse regression techniques in low-dimensional survival data settings.
Stat. Comput.
Christine Porzelius, Martin Schumacher, Harald Binder
2009 J jnl
Boosting for high-dimensional time-to-event data with competing risks.
Bioinform.
Harald Binder, Arthur Allignol, Martin Schumacher, Jan Beyersmann
2009 J jnl
Incorporating pathway information into boosting estimation of high-dimensional risk prediction models.
BMC Bioinform.
Harald Binder, Martin Schumacher
2009 J jnl
Parallelized prediction error estimation for evaluation of high-dimensional models.
Bioinform.
Christine Porzelius, Harald Binder, Martin Schumacher
2008 J jnl
Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models.
BMC Bioinform.
Harald Binder, Martin Schumacher
2008 J jnl
Comment on "network-constrained regularization and variable selection for analysis of genomic data".
Bioinform.
Harald Binder, Martin Schumacher
2007 J jnl
Assessment of survival prediction models based on microarray data.
Bioinform.
Martin Schumacher, Harald Binder, Thomas Gerds
2006 J jnl
Estimating the functional form of a continuous covariate's effect on survival time.
Comput. Stat. Data Anal.
Norbert Holländer, Martin Schumacher
2001 J jnl
Functional MRI in Patients with Band Heterotopia.
NeuroImage
Joachim Spreer, Peter Martin, Wark M. Greenlee, Rainer Wohlfarth, Axel Hammen, Sebastian M. Arnold, Martin Schumacher
2000 — conf
Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models.
ISMDA
Willi Sauerbrei, Martin Schumacher
1994 — conf
Berücksichtigung prognostischer Faktoren bei der Planung von Therapiestudien.
GMDS
Erika Graf, Willi Sauerbrei, Martin Schumacher, Claudia Schmoor
1994 — conf
Randomisierte und nicht-randomisierte Patienten in klinischen Therapiestudien: Erfahrungen mit dem CCS-Design.
GMDS
C. Schmoor, M. Olschewski, Martin Schumacher