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HEHertie Institute for AI in Brain Health

PhD in Trustworthy AI for Medical Image Analysis(m/w/x)

Tübingen
Full-timeOn-site
AI/ML

Training deep learning models for glioma diagnostics and refining foundation models for interpretability. Master’s degree in a quantitative field and Python/R programming skills required. Research presentations at internal and international forums.

Requirements

  • Master’s degree or equivalent in quantitative field
  • Programming skills in Python or R
  • Prior experience with ML/DL applications
  • Independent thinking and curiosity
  • Openness to learning complex scientific questions
  • Functional command of English
  • Willingness to engage with international perspectives
  • Willingness to engage with interdisciplinary perspectives
  • Desire to work with clinicians and engineers
  • Multidisciplinary team collaboration
  • Interest in oncology or neuro-pathology
  • Initial experience in academic writing
  • Interest in learning academic writing
  • Initial experience in structured scientific thought
  • Interest in learning structured scientific thought

Tasks

  • Train deep learning models for glioma diagnostics
  • Refine foundation models to enhance interpretability
  • Develop methods to quantify tumor biological characteristics
  • Validate findings against clinical benchmarks
  • Present research at internal and international forums
  • Prepare high-quality manuscripts for publication
  • Participate in research grant preparation
  • Engage in collaborative research
  • Transition from student to independent scientist

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • R
  • ML/DL
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