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Course unit, curriculum year 2020–2021
BMT-55006

Introduction to Medical Image Processing, 5 cr

Tampere University
Teaching periods
Active in period 4 (8.3.2021–31.5.2021)
Course code
BMT-55006
Language of instruction
englanti
Academic year
2020–2021
Level of study
Syventävät opinnot
Grading scale
Yleinen asteikko, 0-5
Persons responsible
Vastuuopettaja:
Olli Yli-Harja
Vastuuopettaja:
Aliyu Musa
Vastuuorganisaatio
Lääketieteen ja terveysteknologian tiedekunta 100 %
Common learning outcomes
Kansainvälisyys ja globaali vastuu
Ydinsisältö
  • Basic principles of the image reconstruction methods in tomography imaging. This includes Radon tranformation, BP, FBP and MLEM.
  • Real world constraints in medical imaging.
  • Image quality measures and perfromance measures for PET Scanners. Standards for image formats.
  • Image coregistration for medical use, problems and image fusion techniques. Image segmentation.
  • Structural imaging versus functional imaging in the view of automatic analysis of the image sets.
Täydentävä tietämys
  • OSEM and noise penalization (one step late and MRP)
Erityistietämys
  • Mathematical proofs of the reconstruction methods.
Learning outcomes
Compulsory prerequisites
Recommended prerequisites
Further information
Learning material
Equivalences
Studies that include this course
Completion option 1
To pass the course the student has to make all the computer exercises, pass the exam and make a small assignment.
Completion of all options is required.

Osallistuminen opetukseen

10.03.2021 30.04.2021
Active in period 4 (8.3.2021–31.5.2021)

Tentti

07.05.2021 07.05.2021
Active in period 4 (8.3.2021–31.5.2021)