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Charité

Movement Disorders & Neuromodulation Unit at the Neurology Department Charité Universitätsmedizin Berlin (Campus Mitte)

Data Scientist / Tech Student For Neuroscience

Classification and prediction of hyperkinetic movement in Parkinson’s disease patients
with a novel magneto-encephalography method (OPM-MEG)

Tasks

Neuroscience
Write your master thesis in combination with a student job at our new project:

  • Collaborative project between the Movement Disorders & Neuromodulation Unit at the Neurology
    Department Charité Campus Mitte and the MEG Research Group at the
    Physikalisch-Technische Bundesanstalt (PTB) Berlin
  • Dyskinesia are abnormal, involuntary movements and are a common side effect of common
    medication in Parkinson’s disease
  • Project aim 1: Understanding cortical neurophysiology within the development of treatment-
    induced dyskinesia in Parkinson patients.
  • Project aim 2: Predicting dyskinetic states in both movement absence and movement
    presence based on cortical features extracted from OPM-MEG data.
  • Patients will be recorded with a novel magneto-encephalography method (optically-pumped
    magnetometers, OPM-MEG), combined with kinematic analysis and clinical assessments.

Requirements

Your project tasks:

  • Gain knowledge on neurophysiology (especially OPM-MEG) and Parkinson’s disease
  • Develop workflow to pre-process OPM-MEG data, using available open-source packages (i.e.,
    MNE python)
  • Develop workflow to combine OPM-MEG data with individual neuro-anatomy (MRI)
  • Extract spectral features per cortical region and characterize and classify movements and
    dyskinetic states using machine learning methods
  • Code development preferably in Python

Requirements:

  • At least basic experience in Python programming
  • Interest in computational neuroscience
  • Advanced English, as we are an international research group (but direct supervisors speak German)

What we offer

  • Dedicated post-doctoral supervision regarding neuroscience, neurophysiology, machine learning,
    programming, and project management
  • Flat hierarchies and a safe and supportive research atmosphere
  • Working space at Charité Campus Mitte
  • Being part of inter-regional Research Collaboration ReTune and it’s educational activities
  • Part-time appointment as “Hi-Wi” (€ 13 / hour, 40 – 60 hours per month) for 6 months
  • Results and Methods will be used for scientific publication(s)
    No guarantee on project finishing timelines, co-authorship possible.

How to apply

Send your questions or directly apply by sending your motivation letter and CV to both of us:
Dr.-Ing. Christina Salchow-Hömmen: christina.salchow@charite.de
and
Jeroen Habets, MD PhD: jeroen.habets@charite.de

Facts

Published 05.11.2024
Number of employees Charite
Category Student assistant, Thesis
Location Germany, Berlin, Berlin, Mitte
Area of responsibility Computer science, Engineering, Medical engineering, Medicine and health, Research
Start date (earliest) Earliest possible
Beginn spätestens 01.02.2025
Duration 6 months
Full/Part-time Part-time
Remuneration € 13 / hour
Remote work Partially possible
Working language and expected level
  • English (Fluent in speech and writing)
Homepage https://neurologie.charite.de/forschung/arbeitsgruppen/be...

Requirements

Qualification Master student
Field of study Engineering, Health and medicine, Computer science, Medicine
Computerkenntnisse Advanced, Python
Language skills
  • German (Very good command of the language)

Contact

Titel OPM-MEG Job
Contact person Jeroen Habets, MD PhD
Contact email jeroen.habets@charite.de

Apply

Application deadline 29.11.2024
Application documents
Motivation Letter
CV
By email jeroen.habets@charite.de