Prof. Marvin N. Wright

Weitere Informationen:

Head of Emmy Noether Junior Research Group: „Beyond Prediction – Statistical Inference with Machine Learning“

Associate Professor at the Section of Biostatistics, Department of Public Health, University of Copenhagen

Personal website: https://mnwright.github.io/
Google Scholar: http://scholar.google.com/citations?user=4_VM5MIAAAAJ

Projects:

Lifespan AI: From Longitudinal Data to Lifespan Inference in Health LifespanAI, DFG (University of Copenhagen, National University of Singapore)
Emmy Noether Programme: Beyond Prediction – Statistical Inference with Machine Learning, DFG (Stanford University, University of Oxford)

Publikationen

2018 // journal-article

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

PeerJ

https://doi.org/10.7287/peerj.preprints.26693v2

2018 // journal-article

Detection of drug risks after approval: Methods development for the use of routine statutory health insurance data,Aufdeckung von Arzneimittelrisiken nach der Zulassung: Methodenentwicklung zur Nutzung von Routinedaten der gesetzlichen Krankenversicherungen

Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz

Foraita, R.; Dijkstra, L.; Falkenberg, F.; Garling, M.; Linder, R.; Pflock, R.; Rizkallah, M.R.; Schwaninger, M.; Wright, M.N.; Pigeot, I.

DOI: 10.1007/s00103-018-2786-z

2018 // journal-article

Low-level mitochondrial heteroplasmy modulates DNA replication, glucose metabolism and lifespan in mice

Scientific reports

DOI: 10.1101/179622

2018 // journal-article

The revival of the Gini importance?

Bioinformatics

https://doi.org/10.1093/bioinformatics/bty373

2017 // journal-article

Unbiased split variable selection for random survival forests using maximally selected rank statistics

Statistics in medicine

DOI: 10.1002/sim.7212

2017 // journal-article

SoilGrids250m: Global gridded soil information based on machine learning

PLoS one

DOI: 10.1371/journal.pone.0169748

2017 // journal-article

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

Journal of Statistical Software

DOI: 10.18637/jss.v077.i01

2017 // book-chapter

Preprocessing and Quality Control for Whole-Genome Sequences from the Illumina HiSeq X Platform

Statistical Human Genetics

DOI: 10.1007/978-1-4939-7274-6_30

2016 // journal-article

Lifespan effects of mitochondrial mutations

Nature

DOI: 10.1038/nature20778

2016 // journal-article

On the use of Harrell’s C for clinical risk prediction via random survival forests

Expert Systems with Applications

DOI: 10.1016/j.eswa.2016.07.018

2016 // journal-article

Do little interactions get lost in dark random forests?

BMC bioinformatics

DOI: 10.1186/s12859-016-0995-8

2016 // journal-article

Clinical presentation and long-term outcome of 144 patients with microscopic polyangiitis in a monocentric German cohort

Rheumatology

DOI: 10.1093/rheumatology/kev286

2016 // journal-article

Myeloperoxidase--antineutrophil cytoplasmic antibody (ANCA)--positive granulomatosis with polyangiitis (Wegener's) is a clinically distinct subset of ANCA-associated vasculitis: a retrospective analysis of 315 patients from a german vasculitis referral center

Arthritis & Rheumatology

DOI: 10.1002/art.39786

2015 // journal-article

Multiple censored data in dentistry: A new statistical model for analyzing lesion size in randomized controlled trials

Biometrical Journal

DOI: 10.1002/bimj.201400118

2014 // journal-article

Decomposition of 3-way arrays: A comparison of different PARAFAC algorithms

Chemometrics and Intelligent Laboratory Systems

DOI: 10.1016/j.chemolab.2014.06.009

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Prof. Marvin N. Wright

Publikationen

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

Detection of drug risks after approval: Methods development for the use of routine statutory health insurance data,Aufdeckung von Arzneimittelrisiken nach der Zulassung: Methodenentwicklung zur Nutzung von Routinedaten der gesetzlichen Krankenversicherungen

Low-level mitochondrial heteroplasmy modulates DNA replication, glucose metabolism and lifespan in mice

The revival of the Gini importance?

Unbiased split variable selection for random survival forests using maximally selected rank statistics

SoilGrids250m: Global gridded soil information based on machine learning

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

Preprocessing and Quality Control for Whole-Genome Sequences from the Illumina HiSeq X Platform

Lifespan effects of mitochondrial mutations

On the use of Harrell’s C for clinical risk prediction via random survival forests

Do little interactions get lost in dark random forests?

Clinical presentation and long-term outcome of 144 patients with microscopic polyangiitis in a monocentric German cohort

Myeloperoxidase--antineutrophil cytoplasmic antibody (ANCA)--positive granulomatosis with polyangiitis (Wegener's) is a clinically distinct subset of ANCA-associated vasculitis: a retrospective analysis of 315 patients from a german vasculitis referral center

Multiple censored data in dentistry: A new statistical model for analyzing lesion size in randomized controlled trials

Decomposition of 3-way arrays: A comparison of different PARAFAC algorithms

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