Connectionists: PhD scholarship for "Deep learning in clinical neuroimaging", Charite University Medicine Berlin, Germany

[Nikola Schwarzer]

> On 7. Sep 2018, at 10:34, Kerstin Ritter <kerstin.ritter at bccn-berlin.de> wrote:
>
> Dear all,
>
> we will offer a PhD scholarship at Charite University Medicine Berlin and Bernstein Center for Computational Neuroscience for "Deep learning in clinical neuroimaging", starting in October/November 2018 (initially for 2 years). Please see announcement below:
>
> ______________________________________________________________
> Deep Learning in clinical neuroimaging
>
> PhD scholarship (starting October/November 2018, initially for 2 years; Promotionsstipendium II at Charité)
>
> At the Berlin Center for Advanced Neuroimaging and Bernstein Center for Computational Neuroscience (Charité), we are looking for a motivated and highly talented PhD student for various research questions within the interdisciplinary field of deep learning and clinical neuroimaging. In particular, we employ convolutional neural networks for finding new representations from neuroimaging data in order to predict disease conversion and future clinical disability in neurological as well as psychiatric diseases. Whereas previous disease decoding approaches mostly relied on expert-based extraction of features in combination with standard classification algorithms and thus strongly depend on the choice of data representation, convolutional networks are capable of learning hierarchical information directly from raw imaging data. By this, they have a great potential for finding unexpected and latent data characteristics and might perform as a real “second reader”. A major focus w!
> ill be on visualization techniques to make the learned content of convolutional neural networks visible.
>
> Requirements for the PhD student:
> - Very good degree in computer science, mathematics, physics, psychology, computational neuroscience or related subject.
> - Very good programming skills (e.g. Python)
> - Experience in machine learning
> - Good writing and communication skills (in English)
>
> Please send your application (motivation+CV) in one pdf-file (in English or German) to:
>
> Dr. Kerstin Ritter
> Berlin Center for Advanced Neuroimaging,
> Bernstein-Zentrum für Computational Neuroscience
> Charité - Universitätsmedizin Berlin
> Sauerbruchweg 4, Charitéplatz 1, 10117 Berlin
> Tel.: + 49 30 450 539364; Email: kerstin.ritter at bccn-berlin.de
>
>
> _______________________________________________
>
>



------------------------------------------------------------------------------------------------
------------------------------------------------------------------------------------------------
Forschungszentrum Juelich GmbH
52425 Juelich
Sitz der Gesellschaft: Juelich
Eingetragen im Handelsregister des Amtsgerichts Dueren Nr. HR B 3498
Vorsitzender des Aufsichtsrats: MinDir Dr. Karl Eugen Huthmacher
Geschaeftsfuehrung: Prof. Dr.-Ing. Wolfgang Marquardt (Vorsitzender),
Karsten Beneke (stellv. Vorsitzender), Prof. Dr.-Ing. Harald Bolt,
Prof. Dr. Sebastian M. Schmidt
------------------------------------------------------------------------------------------------
------------------------------------------------------------------------------------------------