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Institute of Neuroscience and Medicine

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Stephan Wolf

Stephan Wolf, M.Sc.

Doctoral Researcher

Research topic:

  • Investigation of developmental differences in the brains of adults and minors on the basis of structural MRT-data

Methodological Topics:

  • Supervised and unsupervised machine learning
  • Data mining, curating and processing third party data
  • Creating and extracting features from raw data

In my project I investigate the performance of age estimation in different age groups from structural MRI-data, using a wide range of machine learning methods. One of the most captivating features of aging is that it is inhomogeneous: the difference from child to post-puberty teenager shows a dramatic change, while the changes from a forty-year-old to a sixty-year-old are much more subtle.  Knowing this in detail could in the future allow to identify aberrant development much earlier. Previous Structural MRI based aging research has focussed on the degenerative processes in adults, for example using global grey matter decline to predict age.  In order to obtain a more holistic image of brain development I want to expand the field by including generative processes in children.

Address

Institute of Neuroscience and Medicine (INM-7)
Wilhelm-Johnen-Straße
52425 Jülich

Contact

Phone: +49 2461 61-5971
Fax: +49 2461 61-1880
email: stephan.wolf@uni-duesseldorf.de

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