This website is no longer updated.

As of 1.10.2022, the Faculty of Physics has been merged into the TUM School of Natural Sciences with the website https://www.nat.tum.de/. For more information read Conversion of Websites.

de | en
Login

Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)

Course 0000001192 in WS 2018/9

General Data

Course Type practical training
Semester Weekly Hours 6 SWS
Organisational Unit Informatics 16 - Chair of Computer Aided Medical Procedures (Prof. Navab)
Lecturers Shadi Albarqouni
Responsible/Coordination: Nassir Navab
Assistants:
Anees Kazi
Magdalini Paschali
Dates Mon, 12:00–14:00, MI 03.13.010

Assignment to Modules

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks 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.
Links Course documents
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
SS 2024 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Mohammadi Yeganeh, Y.
Responsible/Coordination: Navab, N. 		Thu, 16:00–18:00, MI 03.11.018
Thu, 16:00–18:00, MI 03.11.018
WS 2023/4 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Mohammadi Yeganeh, Y.
Responsible/Coordination: Navab, N. 		Tue, 16:00–18:00, MI 03.13.010
SS 2023 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Mohammadi Yeganeh, Y. Navab, N. Thu, 16:00–18:00, MI 03.13.010
WS 2022/3 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Khakzar, A. Mohammadi Yeganeh, Y.
Responsible/Coordination: Navab, N. 		Tue, 16:00–18:00, MI 03.13.010
SS 2022 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Kazi, A. Khakzar, A. Mohammadi Yeganeh, Y. … (total 6) Thu, 16:00–18:00, MI 03.13.010
WS 2021/2 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Kazi, A. Khakzar, A.
Responsible/Coordination: Navab, N. 		Thu, 16:00–18:00, MI 03.09.012
SS 2021 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S. Farshad, A. Kazi, A. Khakzar, A. Navab, N.
WS 2020/1 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Faghihroohi, S.
Responsible/Coordination: Navab, N.
Assistants: Farshad, A.Khakzar, A. 		Thu, 16:00–18:00, virtuell
SS 2020 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Khakzar, A. Navab, N.
Assistants: Farshad, A. 		Thu, 16:00–18:00, MI 03.13.010
WS 2019/20 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S.
Responsible/Coordination: Navab, N.
Assistants: Farshad, A.Khakzar, A.Paschali, M. 		Thu, 16:00–18:00, MI 03.13.010
SS 2019 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Navab, N.
Assistants: Kazi, A.Khakzar, A.Paschali, M.Sekuboyina, A. 		Thu, 08:15–10:00, MI 03.13.010
and singular or moved dates
SS 2018 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Navab, N.
Assistants: Kazi, A.Paschali, M. 		Tue, 10:00–12:00, MI 03.13.010
and singular or moved dates
WS 2017/8 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Bui, L.
Responsible/Coordination: Navab, N.
Assistants: Coskun, H.Kazi, A.
SS 2017 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Peng, T.
Responsible/Coordination: Navab, N.
Assistants: Kazi, A.
WS 2016/7 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Navab, N.
Assistants: Albarqouni, S.Peng, T.
SS 2016 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
WS 2015/6 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
SS 2015 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
WS 2014/5 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
SS 2014 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
WS 2013/4 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
SS 2013 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
WS 2012/3 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
Top of page