| Type: | kursus på phd-niveau, udbydes under åben uddannelse
Sprog: engelsk |
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Obligatoriske forudsætninger: Random processes and statistical modeling/parameter estimation.
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Vejledende placering: Sent i studiet
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Undervisningsform: Lectures, exercises, and a project on biomedical image analysis.
Lectures in the morning (9:00am-12:00pm), computer exercise/project in the afternoon (13:00pm-17:00pm)
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Evalueringsform Rapportaflevering
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Karakter: bestået/ikke bestået
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| Kontaktperson: | Tulay Adali |
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Institut: Informatik og Matematisk Modellering
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Kursusmål: The objective of the course is to introduce the students two active areas of research in biomedical imaging: stochastic model based image analysis and its applications and medical image databases.
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Kursusindhold: The course will provide a complete treatment of the biomedical image analysis problem in terms of imaging physics, statistical models for the pixel and context images and their justification, and segmentation of images, as well as study of key applications of image analysis, such as registration. Particular emphasis will be on magnetic resonance images but other modalities such as computed radiography and computed tomography will be discussed as well. Last part of the course will focus on design, management, and access technologies for medical image databases.
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