Artificial Intelligence for Healthcare Data - Summer School
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Course Responsible
Name | Department | |
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Mikkel Baun Kjærgaard | mbkj@mmmi.sdu.dk | SDU Software Engineering |
Sofie Birch | sbirch@tek.sdu.dk | TEK Uddannelseskoordinering og -support |
Teachers
Name | Department | City | |
---|---|---|---|
Jan-Matthias Braun | j-mb@mmmi.sdu.dk | SDU Applied AI and Data Science | |
Jürgen Herp | herp@mmmi.sdu.dk | SDU Applied AI and Data Science | |
Manuella Lech Cantuaria | mlca@mmmi.sdu.dk | SDU Applied AI and Data Science |
Programme Secretary
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Content
- Course introduction (AI and Machine Learning Applied in Health)
- How is data collected and stored?
- GDPR and ethical considerations
- Data cleaning, data preprocessing, data visualization
- Hands-on practice: “Using medical history data to predict prostate cancer metastasis”
- Hands-on practice: “Seizure detection for patients with generalized epilepsy”
- Hands-on practice: “Use of wireless capsule endoscopy for detecting colorectal cancer”
URL for Skemaplan
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Additional information
Please note that registration for this elective course is binding. However, we recommend you apply for de-registration of Summer School courses if you do not pass your exams in June, leaving you to register for re-exams in August. Apply by filling out the form "Application of Exemption from the Deadline for Registration or De-registration for Courses" here: https://spoc.sdu.dk/form/4153/view.
Students who have taken this course as part of their bachelor's degree are not allowed to register for the course as part of their master's degree.
Enrolment is limited to 25 students. If more applicants than places, applicants who meet the mandatory requirements are prioritised according to the below selection criteria:
1.Engineering students from Software Engineering and Software Technology, who needs this specific summer course or 5 ECTS electives to graduate
2.Other students from SDU-TEK provided the course is approved as an elective on their study programmes
3.Other students from SDU-NAT provided the course is approved as an elective on their study programmes
4.Other students from SDU-TEK or SDU-NAT with preapproval of credit transfer
5.Other students from SDU with preapproval of credit transfer
Note: If further selection criteria are needed this will be based on a first-come-first-served basis.
If you need to pass mandatory subjects from the 5th semester of your bachelor's programme, you cannot register for the summer course as a master's elective, as you can only take master's electives once your bachelor's degree has been completed.