 Litteratur: (Med
forbehold om endringer)
I tillegg til utdelt forelesningsmateriell (notater, transparenter,
lysbilder - tilgjengelig fra Internett) vil følgende støttelitteratur
være pensum. Merk at noe av dette lærebok-stoffet kan bli bearbeidet
og tilrettelagt for Internett. Totalt antall sider: ca. 750
Måling og sampling av signal:
Erik Huche. Digital Signalbehandling, Teknisk
Forlag as., 1986, ISBN 87-571-0874-9
Utvalgte deler, tilsammen
ca. 60 sider.
Bildedannelse og bilderekonstruksjon:
Krestel, E. (ed.) Imaging Systems for Medical
Diagnostics. Siemens Aktiengesellschaft,
Berlin, 1990 Utvalgte deler,
tilsammen ca. 60 sider
(CT, MRI, Ultralyd, Nukleærmedisin)
Innledning om kompleks informasjons-bearbeiding i menneske og maskin
D. Marr. Vision. W. H. Freeman and Company,
New York, 1982
ISBN 0-7167-1567-8
pp. 19-27 - Understanding
complex information-processing systems
Introduksjon til bildeanalyse:
C. A. Glasbey, G. W. Horgan. Image Analysis
for the Biological Sciences.
John Wiley & Sons, Chichester, 1995 ISBN
0-471-93726-6
pp. 1-22 - Introduction
G. Lohmann. Volumetric Image Analysis, Wiley
& Teubner, Chichester, 1998
ISBN 0-471-96785-8
pp. 1-6 - Introduction;
pp. 9-17,19-28 - Basics
& Connected components
Bildeforbedring:
G. Lohmann. Volumetric Image Analysis, Wiley
& Teubner, Chichester, 1998
ISBN 0-471-96785-8
pp. 105-115 - Image
enhancement - litt om anisotrop diffusjon
Segmentering:
C. A. Glasbey, G. W. Horgan. Image Analysis
for the Biological Sciences.
John Wiley & Sons, Chichester, 1995 ISBN
0 471 93726 6
pp. 93-107 - Thresholding;
pp.113-116 - Edge-based segmentation;
pp.117-123 - Region-based
segmentation
G. Lohmann. Volumetric Image Analysis, Wiley
& Teubner, Chichester, 1998
ISBN 0-471-96785-8
pp. 129-135 - Surface segmentation
Multispektral analyse / Klassifikasjon:
W. Niblack. An Introduction to Digital Image
Processing. Prentice-Hall, New Jersy,
1986. ISBN 0-13-480600-X
pp. 167-184,186-190
- Classification
Aktive konturer:
A. Blake, M. Isard. Active Contours. Springer-Verlag,
London, 1998
ISBN 3-540-76217-5
pp. 1-3, 5-23 - Introduction,
Applications;
pp. 25-37 - Active
shape models
Dynamisk avbildning:
T. Buddinger et al. Mathematics and Physics
of Emerging Biomedical Imaging. National
Academy of Sciences, Washington
D.C., 1996 ISBN 0-309-05387-0
pp. 62-83 - Applications
of dynamic MRI
P. A. Bandettini et al. Processing strategies
for time-course data sets in functional MRI of
the brain. Magnetic
Resonance in Medicine 1993;30:161-173.
T. Hagen et al. Correleation of regional cerebral
blood flow measured by stable xenon
CT and perfusion MRI. Journal
of Computer Assisted Tomography 1999;
23(2):257-264
Bilderegistrering:
G. Lohmann. Volumetric Image Analysis, Wiley
& Teubner, Chichester, 1998
ISBN 0-471-96785-8
pp. 117-121 - Affine linear
transformations;
pp. 121-127 - Interpolation
pp. 203-214 - Registration
Visualisering:
W. Schroeder, K. Martin, B. Lorensen. The
Visualization Toolkit: An Object-Oriented
Approach to 3D Graphics.
2nd ed. Prentice-Hall, New Jersey, 1998
ISBN 0-13-954694-4
pp. 1-7 - What is
visualization? ;
pp. 35-62 - Computer
graphics primer
pp. 211-214 - Transparency
and alpha values;
pp. 214-216 - Texture
mapping
pp. 216-235,241-246
- Volume rendering
B. Lichtenbelt, R. Crane, S. Naqvi.
Introduction to Volume Rendering. Printice Hall /
Hewlett-Packard Company,
New Jersey, 1998 ISBN 0-13-861683-3
pp. 1-33 - Introduction
pp. 35-51 - Volume
Rendering Framework;
pp. 65-85 - Illumination
and Shading
pp.135-138 - Maximum
Intensity Projection, X-ray Projection
G. Lohmann. Volumetric Image Analysis,
Wiley & Teubner, Chichester, 1998
ISBN 0-471-96785-8
pp. 215-224 - Displaying
volumetric images
Fremtidsperspektiver (Orienterende stoff):
T. Buddinger et al. Mathematics and Physics
of Emerging Biomedical Imaging. National
Academy of Sciences, Washington
D.C., 1996 ISBN 0-309-05387-0
pp. 187-197 - Frontiers
of processing for medicine
W. E. L. Grimson, R. Kikinis, F. A. Jolesz,
P. M. Black. Image-Guided Surgery.
Scientific American,
June 1999, pp. 54-61.
Litt anvendt matematikk (bakgrunnstoff):
E. Trucco, A. Verri. Introductory Techniques
for 3-D Computer Vision. Prentice-Hall,
New Jersy, 1998. ISBN 0-13-261108-2
pp.307-31 - Experiments:
Good practice hints
pp.311-314- Numerical differentiation
D. S. Sivia. Data Analysis: A Bayesian Tutorial.
Clarendon Press, Oxford, 1996
ISBN 0-19-851889-7 pp. 1-10
- The basics
Oppslagsbok ved bruk av Matlab generelt (ikke direkte pensumstoff)
E. Pärt-Enander, A. Sjöberg. The
Matlab 5 Handbook. Addison-Wesley, Essex, 1999
ISBN 0-201-39845-1 559 pp.
Brukerveiledning / eksempelsamling i bruk av
Image Processing TLBX Mathworks Inc.
Image Processing Toolbox,
User's Guide, Version 2.
Eksempler/Demo:
AFNI (VolPack,
tidsserieanalyse)
VTK
(Visualisering)
Lenker / Supplerende stoff:
Dannelse og Analyse av Medisinske MR-bilder(Inst.
for informatikk, UiB, 2000)
http://www.uib.no/med/avd/miapr/arvid/MRI2000/
Medical Imaging Journals
http://www.cogs.susx.ac.uk/users/theoa/MI_res/medimagjour.html
International Society for Magnetic Resonance in Medicine:
http://www.ismrm.org
FMRI / MRI / Brain Image Analysis Labs:
http://www.fmrib.ox.ac.uk/resources/labs.html
MRI tutorial (Drs. Groovers, Christie &
Merritt):
http://www.gcmnet.com/mrtutms.htm
The Principles of Magnetic Resonance Imaging (MRITutor.pdf)
:
http://mri.ifqsc.sc.usp.br/tutorial/tutorial.html
The Basics of MRI (Dr. Hornak):
http://www.cis.rit.edu/htbooks/mri/
Statistical Parametric Mapping (Wellcome Department
of Cognitive Neurology)
http://www.fil.ion.ucl.ac.uk/spm/
Brain Voyager (Dr. Rainer Goebel):
http://www.BrainVoyager.de/
Lab of Neuro Imaging UCLA School of Medicine(Dr.
Paul Thompson):
http://www.loni.ucla.edu/~thompson/thompson.html
The Computer Vision Homepage (CMU):
http://www.cs.cmu.edu/~cil/vision.html
Brain Segmentation in MRI:
http://dem0nmac.mgh.harvard.edu/cma/seg
3D Slicer
(open-source software for visualization, registration,
segmentation, and quantification of medical data):
http://www.slicer.org
Blitz++ (Object Oriented Scientific Computing)
http://oonumerics.org/blitz
VTK (The Visualization Toolkit)
http://www.kitware.com/vtk.html
Analysis of Functional NeuroImages - AFNI (Dr.
Cox):
http://varda.biophysics.mcw.edu/~cox/
Getting started with MATLAB / Academic Resources
(Mathworks):
http://www.mathworks.com/products/education/basics.shtml
Using MATLAB Graphics (Mathworks):
http://www.mathworks.com/access/helpdesk/help/techdoc/umg/umg.shtml
MATLAB 5 User M-files (Mathworks):
http://www.mathworks.com/support/ftp/
The "Virtual" Medical Center - Radiology Center
http://www-sci.lib.uci.edu/~martindale/MedicalRad.html
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