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

Course 0000001192 in WS 2019/20

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:
Azade Farshad
Ashkan Khakzar
Magdalini Paschali
Walter Simson
Roger Soberanis Mukul
Dates Thu, 16:00–18:00, 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 2019 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Navab, N.
Assistants: Grimm, M.Kazi, A.Khakzar, A.Paschali, M.Sekuboyina, A. … (total 6)
Thu, 08:15–10:00, MI 03.13.010
and singular or moved dates
WS 2018/9 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Baur, C.
Responsible/Coordination: Navab, N.
Assistants: Guha Roy, A.Kazi, A.Paschali, M.Soberanis Mukul, R.
Mon, 12:00–14:00, MI 03.13.010
SS 2018 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Albarqouni, S. Navab, N.
Assistants: Baur, C.Guha Roy, A.Kazi, A.Paschali, M.Soberanis Mukul, R.
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. Baur, C. Bui, L.
Responsible/Coordination: Navab, N.
Assistants: Coskun, H.Kazi, A.Soberanis Mukul, R.
SS 2017 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Peng, T.
Responsible/Coordination: Navab, N.
Assistants: Conjeti, S.Ghorai, A.Kazi, A.Mateus Lamus, D.
WS 2016/7 Master Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142) Mateus Lamus, D.
Responsible/Coordination: Navab, N.
Assistants: Albarqouni, S.Conjeti, S.Peng, T.Rieke, N.Rupprecht, C.
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)
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