Artificial Intelligence in Medicine II
This module handbook serves to describe contents, learning outcome, methods and examination type as well as linking to current dates for courses and module examination in the respective sections.
IN2408 is a semester module in English language at Master’s level which is offered in summer semester.
This Module is included in the following catalogues within the study programs in physics.
- Focus Area Imaging in M.Sc. Biomedical Engineering and Medical Physics
|Total workload||Contact hours||Credits (ECTS)|
|150 h||60 h||5 CP|
Content, Learning Outcome and Preconditions
Courses, Learning and Teaching Methods and Literature
Courses and Schedule
|VI||4||Artificial Intelligence in Medicine II (IN2408)||Rückert, D. Schnabel, J. Wachinger, C.||
Wed, 16:00–18:00, GALILEO Taurus
Thu, 14:00–16:00, GALILEO Taurus
Learning and Teaching Methods
Y. Chen et al., "AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis," in Proceedings of the IEEE, vol. 110, no. 2, pp. 224-245, Feb. 2022, doi: 10.1109/JPROC.2022.3141367.
Roberts, M., Driggs, D., Thorpe, M. et al. Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans. Nat Mach Intell 3, 199–217 (2021). https://doi.org/10.1038/s42256-021-00307-0
Description of exams and course work
Practical: Five assignment sheets with theoretical exercises and practical programming tasks (20% of the total grade)
The exam may be repeated at the end of the semester.