Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
Lecturer (assistant) | |
---|---|
Number | 0000001192 |
Type | Practical course |
Duration | 6 SWS |
Term | Wintersemester 2022/23 |
Language of instruction | English |
Position within curricula | See TUMonline |
Dates | See TUMonline |
Dates
- 18.10.2022 16:00-18:00 03.13.010, Seminarraum
- 25.10.2022 16:00-18:00 03.13.010, Seminarraum
- 08.11.2022 16:00-18:00 03.13.010, Seminarraum
- 15.11.2022 16:00-18:00 03.13.010, Seminarraum
- 22.11.2022 16:00-18:00 03.13.010, Seminarraum
- 29.11.2022 16:00-18:00 03.13.010, Seminarraum
- 06.12.2022 16:00-18:00 03.13.010, Seminarraum
- 13.12.2022 16:00-18:00 03.13.010, Seminarraum
- 20.12.2022 16:00-18:00 03.13.010, Seminarraum
- 10.01.2023 16:00-18:00 03.13.010, Seminarraum
- 17.01.2023 16:00-18:00 03.13.010, Seminarraum
- 24.01.2023 16:00-18:00 03.13.010, Seminarraum
- 31.01.2023 16:00-18:00 03.13.010, Seminarraum
- 07.02.2023 16:00-18:00 03.13.010, Seminarraum
Admission information
See TUMonline
Note: Interested students should attend the preliminary meeting. This semester we will have a joint presentation of the MLMI and DLMA courses offered, on Thursday, July 21st, 2022, from 13:00 to 14:00 hrs with the following agenda: Machine Learning in Medical Imaging (MLMI): 13:00 hrs. - 13:30 hrs. Deep Learning for Medical Applications (DLMA): 13:30 hrs. - 14:00 hrs. Feel free to attend all the talks of your interest. The sessions will be conducted in zoom: https://tum-conf.zoom.us/j/68880327576 Meeting ID: 688 8032 7576 Passcode: 144823 Please find the latest information on the course Wiki: https://wiki.tum.de/display/mlmi/MLMI%3A+Winter+2022-2023
Note: Interested students should attend the preliminary meeting. This semester we will have a joint presentation of the MLMI and DLMA courses offered, on Thursday, July 21st, 2022, from 13:00 to 14:00 hrs with the following agenda: Machine Learning in Medical Imaging (MLMI): 13:00 hrs. - 13:30 hrs. Deep Learning for Medical Applications (DLMA): 13:30 hrs. - 14:00 hrs. Feel free to attend all the talks of your interest. The sessions will be conducted in zoom: https://tum-conf.zoom.us/j/68880327576 Meeting ID: 688 8032 7576 Passcode: 144823 Please find the latest information on the course Wiki: https://wiki.tum.de/display/mlmi/MLMI%3A+Winter+2022-2023
Description
This Master-Praktikum will consist in: (1) a few introductory lectures on machine learning and its application in different medical imaging applications, (2) a few exercises to apply different learning approaches in toy examples and (3), a machine learning project with a real medical application.
Prerequisites
* Strong knowledge of Python
* Knowledge of main concepts of object oriented programming, basic software engineering.
* Knowledge of deep learning (should have taken an introductory course level)
Examination
Exercises + Final Project