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Inhalt

Dr. Nikolas Löw

Area of responsibility

  • Group Manager, Project Manager, Algorithms and Software Development

Research focus

  • Artificial intelligence, machine learning, deep learning, data science, image processing, linear optimization, data protection

Education

  • Diploma in mathematics and philosophy, PHD degree in medical informatics (doctor scientiarum humanarum)

Current and previous projects

  • Quality optimization of composite materials using computed tomography
  • Decision support and prediction systems for optimal cancer therapy (tumorboard)
  • Follow-up care and monitoring of patients with tumor diseases
  • Intelligent orthosis to improve the gait pattern of children with cerebral palsy
  • Extended therapy decision for patients with rare tumor diseases
  • Support system for neurosurgical operations using augmented reality
  • Registration of tumors in real time during the ENT operation for pathological rapid cuts management
  • Reconstruction of Coded Aperture X-ray images via Deep Learning for gamma-ray sources detection
  • Health monitoring to improve cancer treatment processes with smartwatches
  • Optimization of brachytherapy with new FEM approaches and physics informed neural networks
  • AI support for clinical patient journey prediction and digital anamnesis

 

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