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

Lecturer (assistant)
Number0000001192
TypePractical course
Duration6 SWS
TermWintersemester 2022/23
Language of instructionEnglish
Position within curriculaSee TUMonline
DatesSee TUMonline

Dates

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

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

Links