Marvin Wright

Marvin Wright

wright@leibniz-bips.de
Institution: Leibniz Institute for Prevention Research and Epidemiology - BIPS / University of Bremen
Department: Emmy Noether Junior Research Group "Beyond Prediction - Statistical Inference with Machine Learning"
Position: Group Leader
https://www.bips-institut.de/en/the-institute/departments/biometry-and-data-management/emmy-noether-junior-research-group-beyond-prediction-statistical-inference-with-machine-learning.html

Statistical machine learning, explainable AI

  • Multimodal phenotypic classification of generalized anxiety and panic using structural MRI data and psychosocial factors: machine learning results from the German National Cohort (NAKO) study (2026)

    Authors: Julian Gutzeit, Martin Weiß, Tierney Kuhn, Johanna Klinger-König, Fabian Streit, Christiane Jockwitz, Berit Brandes, Marvin N. Wright, Christoph M. Friedrich, Margarethe Woeckel, Rafael Mikolajczyk, Thomas Keil, Stefanie Castell, Philine Betker, Christopher L. Schlett, Till W. Bärnighausen, Fabian Bamberg, Matthias Günther, Jochen G. Hirsch, Tobias Pischon, Thoralf Niendorf, Michael F. Leitzmann, Patricia Bohmann, Kerstin Wirkner, Lilian Krist, Yanding Wang, Klaus Berger, Sebastian Walther, Hans J. Grabe, Jürgen Deckert, Svenja Caspers, Grit Hein, Angelika Erhardt-Lehmann

    Published at: Translational Psychiatry (Volume: 16)
    DOI: 10.1038/s41398-026-04131-1

  • Predicting Energy Expenditure in Preschool Children Using Accelerometer and Gyroscope Data (2026)

    Authors: Hannah J. Coyle-Asbil, Katarina Osojnicki, Alexa Robertson, Ryleigh Baker, Monica Grigore, Jamie Burr, Christoph Buck, Marvin N. Wright, Lori Ann Vallis

    Published at: Pediatric Exercise Science (Volume: 38)
    DOI: 10.1123/pes.2025-0014

  • A large-scale neutral comparison study of survival models on low-dimensional data (2026)

    Authors: Lukas Burk, John Zobolas, Bernd Bischl, Andreas Bender, Marvin N Wright, Raphael Sonabend

    Published at: Bioinformatics (Volume: 42)
    DOI: 10.1093/bioinformatics/btag186

  • Explainable AI Insights Into EEG Classification and Its Alignment to Neural Correlates (2026)

    Authors: Hendrik Eilts, Gabriel Ivucic, Niklas Koenen, Marvin N. Wright, Tanja Schultz, Felix Putze

    Published at: Human Brain Mapping (Volume: 47)
    DOI: 10.1002/hbm.70528

  • Multimodal synthesis of MRI and tabular data with diffusion in a joint latent space via cross-attention (2026)

    Authors: Daniel Mensing, Jan Kapar, Jochen G. Hirsch, Matthias Günther, Horst Hahn, Marvin N. Wright

    Published at: Progress in Biomedical Optics and Imaging Proceedings of SPIE (Volume: 13925)
    DOI: 10.1117/12.3086603

  • Missing Value Imputation With Adversarial Random Forests—MissARF (2026)

    Authors: Pegah Golchian, Jan Kapar, David S. Watson, Marvin N. Wright

    Published at: Statistics in Medicine (Volume: 45)
    DOI: 10.1002/sim.70379

  • Interpretable Machine Learning for Survival Analysis (2025)

    Authors: Sophie Hanna Langbein, Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek, Marvin N. Wright

    Published at: Biometrical Journal (Volume: 67)
    DOI: 10.1002/bimj.70089

  • Cross-sectional study of health impairment related to post COVID-19 condition among participants of a large population-based cohort in Germany (2025)

    Authors: Sophie Diexer, Jonas Frost, Peter Ahnert, Till W. Baernighausen, Hermann Brenner, Julia Fricke, Sabine Gabrysch, Karin Halina Greiser, Volker Harth, Jana-Kristin Heise, Rudolf Kaaks, André Karch, Thomas Keil, Bianca Klee, Carolina J. Klett-Tammen, Lilian Krist, Benedikt M. J. Lampl, Michael F. Leitzmann, Wolfgang Lieb, Claudia Meinke-Franze, Karin B. Michels, Ilais Moreno Velásquez, Nadia Obi, Annette Peters, Laura R. Pfrommer, Tobias Pischon, Oliver Purschke, Nicole Rübsamen, Tamara Schikowski, Börge Schmidt, Sigrid Thierry, Henry Völzke, Marvin N Wright, Hajo Zeeb, Rafael Mikolajczyk

    Published at: Scientific Reports (Volume: 15)
    DOI: 10.1038/s41598-025-07894-7

  • Evaluating machine learning approaches to predict the energy expenditure of cross-national preschool children: a study of preprocessing and feature effects (2025)

    Authors: Hannah J. Coyle-Asbil, Mirko Brandes, Berit Brandes, Christoph Buck, Marvin N. Wright, Lori Ann Vallis

    Published at: European Journal of Applied Physiology (Volume: 125)
    DOI: 10.1007/s00421-025-05800-7

  • Mediterranean diet and obesity polygenic risk interaction on adiposity in European children: The IDEFICS/I.Family Study (2025)

    Authors: Miguel Seral-Cortes, Gabin Drouard, Guiomar Masip, Leonie H. Bogl, Stefaan De Henauw, Ronja Foraita, Timm Intemann, Lauren Lissner, Denes Molnar, Rajini Nagrani, Valeria Pala, Catalina Picó, Paola Russo, Gianluca Tognon, Michael Tornaritis, Toomas Veidebaum, Marvin N. Wright, Pilar De Miguel-Etayo, Luis A. Moreno, Idoia Labayen

    Published at: Pediatric Obesity (Volume: 20)
    DOI: 10.1111/ijpo.70023