Lecture "Medical Engineering: Simulations and AI in a Regulated Environment"

 

Basic Information
Lecturers: Andreas Kater
Room: Building xxx, room xxx
E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
Language: English
Target group: Students in electrical engineering
Prerequisites: Basics in system theory
Contents:

Students attending this lecture will gain a comprehensive understanding of simulation methods in medical engineering, with a focus on regulatory requirements and innovative approaches such as Physics-Informed Neural Networks (PINNs) and Digital Twins. The course covers theoretical foundations, practical implementation, and evaluation of simulations, particularly in the context of ventilation and anesthesia technology. By the end of the course, students will be able to develop, validate, and assess simulation models for medical devices, considering both technical and regulatory aspects.

Topic overview:

  • Introduction to simulation methods in medical engineering
  • Fundamentals of ventilation and anesthesia technology
  • Digital Twins in medical engineering and pharmacology
  • Calibration and simulation of numerical models
  • Quality assessment and uncertainty quantification
  • Regulatory evaluation of numerical models

 

News

The lecture starts on xx.xx.xxxx.

 

Schedule

The following schedule regarding lectures and excercises is preliminary and may be adapted during the semester.

Each event starts at x:xx h and might use the whole slot (lecture and exercise) until xx:xx h.

Date Event
xx.xx.2026 xxx
xx.xx.2026 xxx
xx.xx.2026 xxx
xx.xx.2026 xxx

 

Lecture Slides

Link Content
Slides of the lecture "xxx"
(xxx, xxx, xxx)

 

Extensions

 

Matlab Demos

 

Exams

If you do not have a date for the exam yet please register in the online booking system (once the exam dates have been set). You can find the booking system here.

 

Evaluations

The completed evaluations of the last years can be found here. Please note that this page contains the evaluations of all of our lectures. As a consequence, you must scroll down to get to the evaluations of this lecture.