Lectures

Explore the diverse spectrum of learning opportunities offered by AIBE, covering an extensive array of Artificial Intelligence applications in Biomedical Engineering. This semester, our labs are offering the following lectures, seminars and courses:

Image: TF FAU | FATHER&SUN

  • Fantastic datasets and where to find them
  • Tracking Olympiad
  • Kolloquium Artificial Intelligence in Communication Disorders
  • Kolloquium Biosignals in Communication Disorders
  • Biomedical Image Analysis Project

  • Intent Detection and Feedback, Theory
  • Rehabilitation and Assistive Robotics, Theory
  • Seminar Biosignals in Rehabilitation Robotics
  • SciCom: The Fascination of Assistive Devices
  • Hands on Rehabilitation and Assistive Robotics
  • Intent Detection and Feedback, Exercises
  • Rehabilitation and Assistive Robotics, Exercises

  • Data Engineering - Lecture
  • Introduction to Network Science
  • Kolloquium Biomedical Network Science
  • Introduction to Python for Bioinformatics and the Life Sciences
  • Projekt Biomedical Network Science
  • Data Engineering - Exercise

  • Medizintechnik II
  • Machine Learning in MRI
  • Magnetic Resonance Imaging sequence programming [MRIpulseq]
  • Kolloquium Computational Imaging
  • Kolloquium Magnetic Resonance Imaging
  • Computational Imaging Project
  • Medizintechnik II Rechnerübung
  • Medizintechnik II Tafelübung

  • Medizintechnik II
  • Advanced Machine Learning for Anomaly Detection
  • Project Representation Learning
  • Computer Exercise to Algorithms, Programming and Data Representation
  • Medizintechnik II Rechnerübung
  • Medizintechnik II Tafelübung

  • Human Computer Interaction
  • Machine Learning for Engineers II: Advanced Methods
  • Machine Learning for Engineers I: Introduction to Methods and Tools
  • Applied Data Science in Medicine & Psychology
  • Reinforcement Learning
  • AI and Digitalization in Healthcare
  • Catching your eyes: AI-driven modeling and analysis of eye-tracking data
  • Seminar Advances in Deep Learning for Time Series
  • Digitalization in Clinical Psychology
  • Seminar AI to Advance Healthcare and Clinical Research
  • Kolloquium im Bereich Maschinelles Lernen und Datenanalytik
  • PsychoSense Colloquium
  • Innovationslabor für Wearable und Ubiquitous Computing
  • Projekt Maschinelles Lernen und Datenanalytik
  • Human Computer Interaction Exercises

  • Interfacing the Neuromuscular system: Applications for Human/Machine Interfaces and Neurophysiology
  • Applied Programming
  • MindMove: Real-Time Decoding of Neural Signals into Movement Intent
  • NeuroStim: Electrical Stimulation of the Neuromuscular System for Human Limb Control
  • Seminar Neurophysiological Measurements and Application
  • Interfacing the Neuromuscular System: Laboratory

  • Computational Neurotechnology
  • Kolloquium Sensorische Neurowissenschaften
  • Neurotechnology Project
  • Algorithmen und Datenstrukturen (für Medizintechnik) Rechnerübung (GOP)
  • Algorithmen und Datenstrukturen (für Medizintechnik) Tafelübung (GOP)

  • Empirical Research Methods in Medical Engineering
  • Robotics in Surgery and Diagnostics
  • Simulation of Autonomous Systems
  • Seminar Cognitive Surgical Robotics
  • Seminar Surgical Robotics Hardware
  • Seminar Surgical Robotics Software
  • Seminar Medical Device Innovation Translation: From idea to therapy
  • Research Project on Surgical Robotics