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IMA4514 |
Biomedical imaging |
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| Coordination |
Catalin FETITA |
| Duration |
45h |
| ECTS |
4 |
| Prerequisite |
None |
| Objectives |
To present medical imaging key techniques and their impact on clinical practice and patients.
To highlight current engineering issues regarding diagnostic, simulation and therapeutical planning.
To establish a core competence in (bio)medical (2D/3D/4D, image/video/mesh) data analysis, processing and representation. |
| Content |
E-health: Medical & technological challenges
Medical imaging modalities: physical principles, acquisition methods and technological issues
Biomedical image enhancement: approaches in the spatial and frequency domains
Image segmentation tools: from thresholding to contour and region detectors
Morphological methods in image analysis
Image registration and multimodal data fusion
Visit of the Central Radiology Service at Pitié-Salpétrière Hospital, Paris
Static & dynamical modelling of anatomical territories
Computational fluid dynamics for vascular and airway networks simulation (invited lecture)
3D representation and visualization of medical data
Focus on biotechnologies: micro-arrays and genomic analysis (invited lecture)
Visit of micro-array platform at CGM (Centre Génétique et Moléculaire)
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| Bibliography |
A.K. Jain
Fundamentals of Digital Image Processing
Prentice Hall, 1989
I. Bankman
Handbook of Medical Imaging. Processing and Analysis
Academic Press, 2000
W. Shroeder, K. Martin, B. Lorenzen
Visualization Toolkit. An object-oriented approach to 3D graphics
Prentice Hall, 1998 (2nd edition)
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| Assignment pattern |
Continuous evaluation consisting of 3 labs and a final written exam.
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