Expertise

I am interested in applying (deep) machine learning models to questions regarding cognition and health. Projects that I am involved in included a computational psychiatry  with Erasmus MC employing clustering approaches for population cohort, prediction of recovery after trauma in collaboration with ETZ hospital and the Brabant Trauma Registry and prediction of deterioration with the ETZ vitally challenged work group. 

 

Courses

Collaboration

Elizabeth-Tweesteden ziekenhuis

ErasmusMC

Esculine

Recent publications

  1. Effect of social instability stress in adolescence or adulthood on se…

    Herlehy, R. A., Lim, S., Murray, S. H., Baumbach, J. L., van Wingerden, M., & McCormick, C. M. (2022). Effect of social instability stress in adolescence or adulthood on sensitivity to sucrose concentration in a social context in male and female Long-Evans rats. Developmental Psychobiology, 64(6), e22293.
  2. Social anhedonia as a Disrupted-in-Schizophrenia 1-dependent phenotype

    Seidisarouei, M., Schäble, S., van Wingerden, M., Trossbach, S. V., Korth, C., & Kalenscher, T. (2022). Social anhedonia as a Disrupted-in-Schizophrenia 1-dependent phenotype. Scientific Reports, 12(1), 10182.
  3. Clustering of trauma patients based on longitudinal data and the appl…

    Stoitsas, K., Bahulikar, S., de Munter, L., de Jongh, M. A. C., Jansen, M. A. C., Jung, M. M., van Wingerden, M., & Van Deun, K. (2022). Clustering of trauma patients based on longitudinal data and the application of machine learning to predict recovery. Scientific Reports, 12(1), 16990.
  4. Anterior cingulate cortex lesions abolish budget effects on effort-ba…

    Hu, Y., van Wingerden, M., Sellitto, M., Schäble, S., & Kalenscher, T. (2021). Anterior cingulate cortex lesions abolish budget effects on effort-based decision-making in rat consumers. Journal of Neuroscience, 41(20), 4448-4460.
  5. Rat ultrasonic vocalizations as social reinforcers—Implications for a…

    Kalenscher, T., Schönfeld, L. M., Löbner, S., Wöhr, M., van Berkel, M., Zech, M. P., & van Wingerden, M. (2021). Rat ultrasonic vocalizations as social reinforcers—Implications for a multilevel model of the cognitive representation of action and rats’ social world. In Language, Cognition, and Mind (pp. 411-438). (Language, Cognition, and Mind; Vol. 7). Springer Nature.

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