AI in Medicine

• Linear and non-linear methods for intent detection
• Interactive AI
• Transfer learning
• Discrete event detection

Human-Patient-Interaction

• Interaction design
• Rehabilitation of stroke, spinal cord injury, musculoskeletal degeneration conditions
• Prosthetics

Basic Research

• Interaction design
• Constructivist psychology for human-machine interaction
• Mechatronics for assistive devices