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Started by Sean MARRETT
Mon, 23 Nov 1992 13:01
Factor analysis of dynamic (Medical) Images
Author: Sean MARRETT
Date: Mon, 23 Nov 1992 13:01
Date: Mon, 23 Nov 1992 13:01
98 lines
3799 bytes
3799 bytes
Factor Analysis Query:
I have recently read a number of papers on the topic of factor
analysis/eigen-image analysis of dynamic (i.e. time-varying) medical
images, by authors including Barber, Bazin & Di Paola, Houston, Samal,
Unser and Van Daele. I am interested in collecting comments from
anyone who uses or has tried to use these methods to analyse
scintigraphic or other time-varying functional images. Is there any
(portable) software easily available for this kind of analysis?. I am
especially interested in methods of correcting factor images for
background that are automatic and do not require any operator
intervention.
If there is sufficient interest, I will summarise responses to this newsgroup.
Thanks
Sean
--------------------------------------------------------
Sean Marrett email: sean@pet.mni.mcgill.ca
wb213, PET Unit, Montreal Neurological Institute.
3801 University St., Montreal, Quebec. H3A 2B4
tel:(514)-398-1537,1996 Fax: 8948
p.s. Some general refs, for anyone interested in the topic:
@Article{barber_80a,
author = "Barber, D.C.",
title = "The use of principal components in the quantitative
analysis of gamma camera dynamic studies",
journal = pmb,
year = 1980,
volume = 25,
number = 2,
pages = "283-292"
}
@Article{dipaola_82a,
author = "DiPaola, R. and Bazin, J.P. and Aubry, F. and
Aurengo, A. and Cavailloles, F. and Herry, J.Y. and
Kahn, E.",
title = "Handling of dynamic sequences in nuclear medicine",
journal = "IEEE Transcation in Nuclear Science",
year = 1982,
volume = "NS-29",
pages = "1310-1321"
}
@InCollection{houston_91a,
author = "Houston, A.S. and Nijran, K.S.",
title = "A Quantitative Comparison of Current Methods of
Factor Analysis of Dynamic Structures {(FADS)} in
renal dynamic studies",
booktitle = "Proceedings of the 12th Conference on Information
Processing in Medical Imaging",
publisher = "Springer-Verlag",
year = 1991,
editor = "Colchester, A.C.F and Hawkes, D.J.",
volume = 511,
series = "Lecture Notes in Computer Science",
pages = "386-397"
}
@InCollection{samal_91a,
author = "Samal, M. and Karny, M. and Zahaika, D.",
title = "Confirmatory Aspects in Factor Analysis of Image Sequences",
booktitle = "Proceedings of the 12th Conference on Information
Processing in Medical Imaging",
publisher = "Springer-Verlag",
year = 1991,
editor = "Colchester, A.C.F and Hawkes, D.J.",
volume = 511,
series = "Lecture Notes in Computer Science",
pages = "397-407"
}
@Article{schmidlin_79a,
author = "Schmidlin, P.",
title = "Quantitative Evaluation and Imaging of Functions
using Pattern recognition techniques",
journal = pmb,
year = 1988,
volume = 24,
number = 2,
pages = "385-395"
}
@InProceedings{unser_88a,
author = "Unser, M. and Van Hammer, H. and De Muynck, P. and
Van Denhaute, E. and Cornelia, J.",
title = "{K}arhunen-{L}oeve Analysis of Dynamic Sequences of
Thermographic Images for early breast cancer detection",
booktitle = "Proceedings CVPR 88",
year = 1988,
organization = "IEEE"
}
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