Workshop 2: Image enhancement & reconstruction
-
Prof. Dr. Jan Kirschke
-
PD Dr. B. Wiestler
-
Prof. Dr. Julia Schnabel
-
Prof. Dr. Nassir Navab
-
Prof. Dr. Rickmer Braren
-
Prof. Dr. Peter Schüffler
-
Prof. Dr. Christian Wachinger
-
PD Dr. Georgios Kaissis
-
Matthias Keicher, Dipl.-Ing.
-
Tobias Czempiel, MSc
-
Martin Menten, PhD
-
Veronika Zimmer, PhD
-
Kerstin Hammernik, PhD
TranslaTUM, Munich & online
For on-site participation, please register here: Registration – AI for Doctors (ai-for-doctors.com)
We have been one of the first institutions world-wide to focus on the AI education of medical students and postgraduate medical professionals and have previously launched several educational programs and evaluated its results.
Our newly-designed workshops strive to compress the relevant facts and explain them in a comprehensible way for medics. Furthermore, we complement our workshops with exclusive online content on our learning platform.
Participants will earn CME credits and a certificate of attendance from the Technical University of Munich.
We will offer three workshops on medical imaging AI in the first half of 2022, based on the three topics: medical image segmentation, image enhancement and reconstruction and medical decision support.
This is the second workshop, covering image enhancement. The third workshops will take place in June 2022.
Learning goals:
After the workshop, participants will be able to:
- Define basic principles of Artificial Intelligence
- Interpret schematic figures of neural networks
- Describe neural network architectures for different purposes
- Evaluate main steps for designing and building an AI algorithm
- Describe pitfalls in medical image segmentation
- Discuss potentials and current limitations of AI for medical image segmentation in clinical practice