Lectures

Assistive Intelligent Robotics Lab

Module: Human-Robot Co-Adaptation Lecturer: Prof. Dr. Claudio Castellini, Dr. Sabine Thürauf Type: Lecture + Exercise Cycle: Winter term Module: Upper-Limb Prosthetics Lecturer: Prof. Dr. Claudio Castellini, Dr. Sabine Thürauf Type: Lecture + Exercise Cycle: Winter Term Module: Rehabilitation and assistive robotics Lecturer: Prof. Dr. Claudio Castellini Type: Lecture + Exercise Cycle: Summer Term Module: Intent Detection and Feedback Lecturer: Prof. Dr. Claudio Castellini Type: Lecture + Exercise Cycle: Summer Term Module: Biosignals in Rehabilitation Robotics Lecturer: Fabio Egle Type: Seminar Cycle: Winter and Summer Term Module: Learning and Interaction in Medical Robotics Lecturer: Marek Sierotowicz Type: Seminar Cycle: Winter and Summer Term Module: Robotics for the Lower Limb Lecturer: Marc-Anton Scheidl Type: Seminar Cycle: Winter and Summer Term

Biomedical Network Science Lab

Module: Algorithmic Bioinformatics Lecturer: Prof. Dr. David B. Blumenthal Type: Lecture Cycle: Winter Term Module: Network Medicine Lecturer: Prof. Dr. David B. Blumenthal Type: Seminar Cycle: Winter Term Module: Project Biomedical Network Science Lecturer: Prof. Dr. David B. Blumenthal Type: Project Seminar Cycle: Winter and Summer Term Module: Introduction to Network Science Lecturer: Prof. Dr. David B. Blumenthal Type: Lecture Cycle: Summer Term Module: Introduction to Python for Bioinformatics and the Life Sciences Lecturer: Prof. Dr. David B. Blumenthal Type: Block Seminar Cycle: Summer Term

Chair of Sensory Neuroengineering

Module: Algorithms and Data Structures (for Medical Technology) Lecturer: Tobias Reichenbach Type: Lecture Cycle: Winter Term Module: Algorithms and Data Structures (for Medical Technology) Lecturer: Alina Schüller, Jonas Auernheimer Type: Exercises Cycle: Winter Term Module: Algorithms and Data Structures (for Medical Technology) Lecturer: Alina Schüller, Jonas Auernheimer Type: Exercises Cycle: Summer Term Module: Neurotechnology Project Lecturer: Prof. Dr. Tobias Reichenbach, Alina Schüller, Jonas Auernheimer, Pablo Ochoa de Eribe Delgado Type: Project Cycle: Winter and Summer Term Module: Computational Neurotechnology Lecturer: Prof. Dr. Tobias Reichenbach, Pablo Ochoa de Eribe Delgado Type: Lecture and Exercises Cycle: Summer Term Module: Colloquium Sensory Neuroscience Lecturer: Prof. Dr. Tobias Reichenbach Type: Colloquium Cycle: Winter and Summer Term

Machine Learning and Data Analytics Lab

Module: A look inside the human body - gait analysis and simulation Lecturer: Prof. Dr. Anne Koelewijn Type: Lecture + Exercise Cycle: Winter Term Module: Motion Analysis and Biomechanical Frontiers Lecturer: Prof. Dr. Anne Koelewijn Type: Lecture Cycle: Winter and Summer Term Module: Becoming an innovative engineer Lecturer: Prof. Dr. Björn Eskofier, Marlies Nitschke Type: Lecture Cycle: Winter Term Module: Biomedical Signal Analysis Lecturer: Prof. Dr. Björn Eskofier Type: Lecture + Exercise Cycle: Winter Term Module: Leading by Learning Lecturer: Dr. Janina Beilner Type: Lecture Cycle: Winter and Summer Term Module: Movement analysis and biomechanical border areas Lecturer: Prof. Dr. Anne Koelewijn Module: Machine Learning for Engineers I: Introduction to Methods and Tools Lecturer: Prof. Dr. Björn Eskofier, Prof. Dr.-Ing. Jörg Franke, Prof. Dr.-Ing. Nico Hanenkamp Type: Lecture Cycle: Winter and Summer Term Module: Machine Learning for Engineers II: Advanced Methods Lecturer: Prof. Dr. Björn Eskofier Type: Lecture Cycle: Winter and Summer Term Module: Machine Learning for Time Series Lecturer: Prof. Dr. Björn Eskofier, Leo Schwinn, Philipp Schlieper Type: Lecture + Exercise Cycle: Winter Term Module: Machine Learning and Data Analytics Lecturer: Prof. Dr. Björn Eskofier Type: Colloquium Cycle: Winter and Summer Term Module: Machine Learning and Data Analytics for Industry Lecturer: Prof. Dr. Björn Eskofier, Johannes Roider, Christoph Scholl, Lukas Schmidt Type: Seminar Cycle: Winter and Summer Term Module: The why and how of human gait simulations Lecturer: Prof. Dr. Anne Koelewijn Type: Seminar Cycle: Winter Term Module: Digital Psychology Lab Lecturer: Prof. Dr. Bjorn Eskofier, Prof. Dr. Nicolas Rohleder, Robert Richer, Catherine Jaeger, Veronica King Type: Seminar Cycle: Winter Term Module: Becoming an innovative engineer Lecturer: Prof. Dr. Bjorn Eskofier, Marlies Nitschke Type: Lecture Cycle: Summer Term

Artificial Intelligence in Biomedical Speech Processing

Module: Automatic Analysis of Voice, Speech and Language Disorders in Speech Pathologies Lecturer: Prof. Dr. Seung Hee Yang, Prof. Dr.-Ing. habil. Andrew Maier Type: Seminar Cycle: Winter Term Module: Interpretation and Analysis of Neural and Muscle Signals Lecturer: Prof. Dr. Alessandro Del Vecchio, Prof. Dr. Seung Hee Yang Type: Seminar Cycle: Winter Term

Biomedical Imaging Lab

Module: Computational Magnetic Resonance Imaging Lecturer: Prof. Dr. Florian Knoll Type: Lecture Module: Medizintechnic II Lecturer: Prof. Dr. Florian Knoll, Prof. Dr. Bernhard Kainz Type: Lecture Cycle: Summer Term Module: Machine Learning in MRI Lecturer: Prof. Dr. Florian Knoll,  Marc Vornehm, Jinho Kim Type: Seminar Cycle: Summer Term Module: Computational Imaging Lecturer: Prof. Dr. Florian Knoll, Dr. re. of course Zhengguo Tan Type: Project Seminar Cycle: Summer Term Module: Magnetic Resonance Imaging (MRI) Lecturer: Prof. Dr.-Ing. habil. Andreas Maier , Prof. Dr. re. of course Armin Nagel , Prof. Dr. re. of course Frederik Laun, Prof. Dr. re. of course Moritz Zaiss, PD Dr. Sebastian Bickelhaupt, Prof. Dr. Florian Knoll, PD Dr. Daniel Giese Type: Colloquium Cycle: Summer Term

Cognitive Computer Vision (adidas endowed professorship)

Module: Computational Visual Perception Lecturer: Prof. Dr. Andreas Kist

Artificial Intelligence in Communication Disorders Lab

Module: Data Science Survival Skills  Lecturer: Prof. Dr. Andreas Kist Cycle: Winter Term Module: Fantastic datasets and where to find them Lecturer: Prof. Dr. Andreas Kist Type: Seminar Cycle: Winter Term Module: Cognitive Neuroscience for AI Developers Lecturer: Prof. Dr. Andreas Kist Type: Lecture Cycle: Winter Term Module: Tracking Olympiad Type: Seminar Cycle: Summer Term Module: Biomedical Image Analysis Type: Seminar Cycle: Summer Term

Intelligent Sensorimotor Systems Lab

Module: Inertial Sensor Fusion Lecturer: Prof. Dr. Thomas Seel, Dr. Ive Weygers, Simon Bachhuber Type: Lecture Cycle: Winter term Module: Scientific Writing, Reviewing and Presenting Lecturer: Prof. Dr. Thomas Seel, Dr. Ive Weygers, Simon Bachhuber Type: Lecture Cycle: Summer & Winter Term Module: Introduction to Explainable Machine Learning Lecturer: Prof. Dr. Thomas Seel, Dr. Ive Weygers, Simon Bachhuber Type: Lecture Cycle: Summer Term

Image Data Exploration and Analysis Lab

Module: Advanced Machine Learning for Anomaly Detection Lecturer: Prof. Dr. Bernhard Kainz Type: Seminar Cycle: Summer and Winter Term Module: Medizintechnik II Lecturer: Prof. Dr. Bernhard Kainz, Prof. Dr. Florian Knoll Type: Lecture Cycle: Summer Term Module: Medizintechnik II Rechnerübung Lecturer: Prof. Dr. Bernhard Kainz, Prof. Dr. Florian Knoll, Dr.rer.nat. Zhengguo Tan Jinho Kim, Johanna Müller, Marc Vornehm, Mischa Dombrowski, Vanya Saksena Type: Exercise Cycle: Summer and Winter Term Module: Medizintechnik II Tafelübung Lecturer: Prof. Dr. Bernhard Kainz, Prof. Dr. Florian Knoll, Dr.rer.nat. Zhengguo Tan Jinho Kim, Johanna Müller, Marc Vornehm, Mischa Dombrowski, Vanya Saksena Type: Exercise Cycle: Summer Term Module: Project Representation Learning Lecturer: Prof. Dr. Bernhard Kainz Type: Project Seminar Cycle: Summer and Winter Term Module: Humans in the Loop: The Design of Interactive AI Systems  Lecturer: Prof. Dr. Bernhard Kainz Type: Seminar Cycle: Summer and Winter Term Module: Algorithms, programming, and data representation Lecturer: Prof. Dr. Bernhard Kainz Type: Lecture Cycle: Winter Term Module: Algorithms, programming, and data representation exercise Lecturer: Johanna Müller, Mischa Dombrowski Type: Exercise Cycle: Winter Term Module: Algorithms, programming, and data representation tutorial Lecturer: Johanna Müller, Mischa Dombrowski Type: Tutorial Cycle: Winter Term Module: Algorithms, programming, and data representation lecturer coordination Lecturer: Prof. Dr. Bernhard Kainz, Johanna Müller, Mischa Dombrowski Type: Colloquium Cycle: Winter Term Module: Machine learning for health data science Lecturer: Prof. Dr. Bernhard Kainz Type: Colloquium Cycle: Winter Term Module: Normative Representation Learning Lecturer: Prof. Dr. Bernhard Kainz Type: Colloquium Cycle: Winter Term

Neuromuscular Physiology and Neural Interfacing Lab

Module: Movement Neuroscience: Connections between the Brain and Muscles in Humans Lecturer: Prof. Dr. Alessandro Del Vecchio Type: Lecture Cycle: Winter Term Module: Applied Neural Engineering: Brain and Spine Neurosurgery and Human/Machine Interfaces Lecturer: Prof. Dr. Alessandro Del Vecchio Type: Seminar Cycle: Winter Term Module: Interfacing the Neuromuscular system: Applications for Human/Machine Interfaces and Neurophysiology Lecturer: Prof. Dr. Alessandro Del Vecchio Type: Lecture Cycle: Summer Term Module: Interfacing the Neuromuscular system: Laboratory Lecturer: Prof. Dr. Alessandro Del Vecchio Type: Seminar Cycle: Summer Term Module: Interpretation and Analysis of Neural and Muscle Signals Lecturer: Prof. Dr. Alessandro Del Vecchio Module: Physiological Driven Control and Design of Exoskeletons Lecturer: Prof. Dr. Alessandro Del Vecchio

Artificial Intelligence in Medical Imaging Lab

Module: Digital Pathology and Deep Learning Lecturer: Prof. Dr. Katharina Breininger Type: Seminar Cycle: Winter Term Module: Interventional Imaging and Machine Learning Lecturer: Prof. Dr. Katharina Breininger Type: Seminar Cycle: Winter Term Module: Advanced Deep Learning Lecturer: Prof. Dr. Katharina Breininger Type: Seminar Cycle: Winter Term Module: Intraoperative Imaging and Machine Learning Lecturer: Prof. Dr. Katharina Breininger