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