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Martin Schumacher

University of Lausanne · CH
Area of research
Nuclear and High Energy Physics · Statistics and Probability
Research interest
Research interests include Particle physics theoretical and experimental studies, Statistical Methods in Clinical Trials, High-Energy Particle Collisions Research, and Statistical Methods and Inference.
h-index
109
citations
41,705
works
853
NIH funding
primary concept
email

Recent publications

Investigator-initiated versus industry-sponsored trials – Visibility and relevance of randomized controlled trials in clinical practice guidelines (IMPACT)
2025cited by 0position: contributordoi
Letter to the editor regarding the paper “New weighting methods when cases are only a subset of events in a nested case‐control study” by Qian M. Zhou, Xuan Wang, Yingye Zheng, and Tianxi Cai
Biometrical Journal 2023cited by 1position: lastdoi
Letter to the editor regarding the paper "New weighting methods when cases are only a subset of events in a nested case-control study" by Qian M. Zhou, Xuan Wang, Yingye Zheng, and Tianxi Cai.
2023cited by 0position: contributordoi
Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease.
2021cited by 20position: contributordoi
Doug Altman: Driving critical appraisal and improvements in the quality of methodological and medical research.
2021cited by 11position: contributordoi
A shared frailty model for multivariate longitudinal data on adverse event of radiation therapy.
2021cited by 0position: contributordoi
On the relation between the cause-specific hazard and the subdistribution rate for competing risks data: The Fine-Gray model revisited.
2020cited by 26position: contributordoi
Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington’s Disease
IEEE/ACM Transactions on Computational Biology and Bioinformatics 2020cited by 24position: lastdoi
Risk of disease recurrence and survival in patients with multiple myeloma: A German Study Group analysis using a conditional survival approach with long-term follow-up of 815 patients.
2020cited by 20position: contributordoi
Dynamic prediction: A challenge for biostatisticians, but greatly needed by patients, physicians and the public.
2020cited by 18position: contributordoi
The population-attributable fraction for time-dependent exposures using dynamic prediction and landmarking.
2020cited by 6position: contributordoi
Which patients to sample in clinical cohort studies when the number of events is high and measurement of additional markers is constrained by limited resources
Cancer Medicine 2020cited by 4position: lastdoi
Comparison of complex modeling strategies for prediction of a binary outcome based on a few, highly correlated predictors.
2020cited by 0position: contributordoi
Impact of Genetic Abnormalities and Measurable Residual Disease Levels on Outcome in Patients with MDS/AML Pre-Emptively Treated with Azacitidine: Correlative Results of the Prospective RELAZA2 Trial
Blood 2020cited by 0position: middledoi
A multi-state model based reanalysis of the Framingham Heart Study: Is dementia incidence really declining?
2019cited by 12position: contributordoi
How Does Empagliflozin Reduce Cardiovascular Mortality? Insights From a Mediation Analysis of the EMPA-REG OUTCOME Trial
Diabetes Care 2017cited by 740position: middledoi
Erratum to: Risk of cancer incidence before the age of 15 years after exposure to ionising radiation from computed tomography: results from a German cohort study
Radiation and Environmental Biophysics 2017cited by 130position: middledoi
The combined association of alcohol consumption with dementia risk is likely biased due to lacking account of death cases
European Journal of Epidemiology 2017cited by 13position: lastdoi
The health and economic burden of bloodstream infections caused by antimicrobial-susceptible and non-susceptible Enterobacteriaceae and Staphylococcus aureus in European hospitals, 2010 and 2011: a multicentre retrospective cohort study
Eurosurveillance 2016cited by 202position: middledoi
Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information
BMC Bioinformatics 2016cited by 11position: middledoi
Identifying Prognostic SNPs in Clinical Cohorts: Complementing Univariate Analyses by Resampling and Multivariable Modeling
PLoS ONE 2016cited by 9position: middledoi
Risk of cancer incidence before the age of 15 years after exposure to ionising radiation from computed tomography: results from a German cohort study
Radiation and Environmental Biophysics 2015cited by 178position: middledoi
Cardiovascular Risk Factors in Central Retinal Artery Occlusion
Ophthalmology 2015cited by 172position: middledoi
Predictors of prognosis and treatment outcome in central retinal artery occlusion: local intra-arterial fibrinolysis vs. conservative treatment
Neuroradiology 2015cited by 31position: middledoi
Oncologic, Functional, and Complications Outcomes of Robot-assisted Radical Cystectomy with Totally Intracorporeal Neobladder Diversion
European Urology 2013cited by 181position: middledoi
Robot‐assisted radical cystectomy ( <scp>RARC</scp> ) with intracorporeal neobladder – what is the effect of the learning curve on outcomes?
British Journal of Urology 2013cited by 104position: middledoi
Tailoring sparse multivariable regression techniques for prognostic single‐nucleotide polymorphism signatures
Statistics in Medicine 2012cited by 25position: lastdoi
Cluster-Localized Sparse Logistic Regression for SNP Data
Statistical Applications in Genetics and Molecular Biology 2012cited by 17position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

· 11 papers (2019–2025)Harald Binder · SMART Reading5 papers (2012–2020)Axel Benner · Cancer Research And Biostatistics5 papers (2012–2023)Lars Bullinger · University of Gothenburg4 papers (2012–2020) · 3 papers (2015–2017) · 3 papers (2017–2023)Stavros Ι. Tyritzis · Karolinska Institutet2 papers (2013–2013)Abolfazl Hosseini · Karolinska University Hospital2 papers (2013–2013)Hein Putter · Mathematical Institute of the Slovak Academy of Sciences2 papers (2020–2020)Nadine Binder · University of Freiburg2 papers (2019–2025)Harald Binder · SMART Reading2 papers (2021–2025)Peter Wiklund · Mount Sinai Hospital2 papers (2013–2013)Nicolas Feltgen · Medizinische Hochschule Hannover2 papers (2015–2015)Dominic Edelmann · German Cancer Research Center2 papers (2020–2023)Oscar Laurin · Karolinska University Hospital2 papers (2013–2013)Justin Collins · University College Hospital2 papers (2013–2013) · 2 papers (2015–2015)Amelie Pielen · Medizinische Hochschule Hannover2 papers (2015–2015)Martin Jönsson · Karolinska Institutet2 papers (2013–2013) · 2 papers (2016–2016)