Prof. Dr. Andreas M. Kist

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

Contact:

• Email: andreas.kist@fau.de
• Web site: https://www.anki.xyz
• Twitter: @anki_xyz