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