Prof. Dr. Andreas Kist
Image: K. Kist, Soulmate Photography

Prof. Dr. Andreas M. Kist

Artificial Intelligence in Communication Disorders

AI in medicine

  • AI-based diagnosis and therapy monitoring
  • Collection and synchronized analysis of multimodal data, such as audio and video
  • Optimization and generalization of deep neural networks for clinical applications
  • Creation of benchmark datasets to foster reproducibility

Embedded AI

  • Optimization of deep neural networks for microcontroller applications
  • Hard- and software implementation of neural hardware accelerators for efficient data analysis

Basic Research

  • Architecture optimization for clinical applications
  • Maximization of robustness and generalization of deep neural networks
  • Development of balanced deep neural networks by comprehensive ressource optimization
  • Software development for efficient data annotation in supervised learning tasks