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:

Artificial Intelligence in Biomedical Speech Processing

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Artificial Intelligence in Communication Disorders (ANKI)

  • Data Science Survival Skills
  • Fantastic datasets and where to find them
  • Kolloquium Artificial Intelligence in Communication Disorders
  • Kolloquium Biosignals in Communication Disorders

    • Artificial Intelligence in Medical Imaging (AIMI)

  • Advanced Deep Learning
  • Seminar Digital Pathology and Deep Learning
  • Begleitseminar für Bachelor- & Masterarbeiten @ AIMI
  • PhD seminar & colloquium @ AIMI
  • Advanced Deep Learning Exercises

    • Assistive Intelligent Robotics (AIROB)

  • Human-Robot Co-Adaptation
  • Upper-Limb Prosthetics
  • Seminar Biosignals in Rehabilitation Robotics
  • Seminar History of Medical Engineering
  • Seminar Learning and Interaction in Medical Robotics
  • Hands on Rehabilitation and Assistive Robotics

    • Biomechanical motion analysis and Creation (BIOMAC)

    See under Machine Learning and Data Analytics

    Biomedical Network Science (BIONETS)

  • Algorithmic Bioinformatics
  • Network Medicine
  • Kolloquium Biomedical Network Science
  • Project Biomedical Network Science

    • Computational Imaging (CIL)

  • Computational Magnetic Resonance Imaging Vorlesung
  • Machine Learning in MRI
  • Kolloquium Computational Imaging
  • Kolloquium Magnetic Resonance Imaging
  • Computational Imaging Project
  • Computational Magnetic Resonance Imaging Uebung

    • Image Data Exploration and Analysis (IDEA)

  • Algorithms, programming, and data representation
  • Advanced Machine Learning for Anomaly Detection
  • Seminar Humans in the Loop: The Design of Interactive AI Systems
  • Algorithms, programming, and data representation lecturer coordination
  • Project Representation Learning
  • Algorithms, programming, and data representation; Exercise
  • Algorithms, programming, and data representation; Tutorial

    • Machine Learning and Data Analytics (MAD)

  • A look inside the human body - gait analysis and simulation
  • Becoming an innovative engineer
  • Bewegungsanalyse und biomechanische Grenzgebiete
  • Biomedizinische Signalanalyse/ Biomedical Signal Analysis
  • Machine Learning for Engineers II: Advanced Methods
  • Machine Learning for Engineers I: Introduction to Methods and Tools
  • Maschinelles Lernen für Zeitreihen
  • Best Practices in Open Science
  • AI and Digitalization in Healthcare
  • Green AI - AI for Sustainability and Sustainability of AI
  • Maschinelles Lernen und Datenanalytik für Industrie 4.0
  • Digital Health Psychology
  • The why and how of human gait simulations
  • Kolloquium im Bereich Maschinelles Lernen und Datenanalytik
  • PsychoSense Colloquium
  • Innovationslabor für Wearable und Ubiquitous Computing
  • Projekt Maschinelles Lernen und Datenanalytik
  • A look inside the human body - gait analysis and simulation
  • Biomedizinische Signalanalyse Übung
  • Maschinelles Lernen für Zeitreihen Übung

    • Neuromuscular Physiology and Neural Interfacing (NSQUARED)

  • Movement Neuroscience: Connections between the Brain and Muscles in Humans
  • Applied Neural Engineering: Brain and Spine Neurosurgery and Human/Machine Interfaces
  • Interpretation and Analysis of Neural and Muscle Signals

    • Sensory Neuroengineering (NEUROTECH)

  • Algorithmen und Datenstrukturen (für Medizintechnik) (GOP)
  • Neurotechnology Project
  • Algorithmen und Datenstrukturen (für Medizintechnik) Rechnerübung (GOP)
  • Algorithmen und Datenstrukturen (für Medizintechnik) Tafelübung (GOP)

    • Surgical Planning and Robotic Cognition (SPARC)

  • AI in Medical Robotics
  • Seminar Cognitive Surgical Robotics
  • Seminar Surgical Robotics Hardware
  • Seminar Surgical Robotics Software
  • Research Project on Surgical Robotics