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Fusion in medical imaging: theory, interests and industrial applications


, : Fusion in medical imaging: theory, interests and industrial applications. Studies in Health Technology and Informatics 84(Pt 2): 896-900

The accumulation of several data coming from medical images and signals, expert knowledge and databases is becoming very common for the study of a given pathology. The aggregation of all this information is mentally performed by a clinician, and generally allows for a better medical decision in clinical studies. We propose in this article a fusion method that models this aggregation process. This method is a three step scheme, that first transforms all the available information in a common theoretical frame, then aggregates these data using their redundancy and their conflicts, and finally computes a new information synthesizing all the initial knowledge. We first introduce in this article the fusion scheme and its theoretical aspects, and we particularly focus on the three steps of the process. We then detail the software implementation of this concept, achieved in collaboration with SEGAMI Corporation Inc. We finally apply this concept to a real clinical problem, the study of Alzheimer's disease using MR and SPECT images, and we show very encouraging preliminary results.

US$29.90

PMID: 11604862


Other references

Steinhardt, G., 1951: On redressement force. Deutsche Zahnarztliche Zeitschrift 6(17): 953-957

Hunter, M.Colby.; Pozhitkov, A.E.; Noble, P.A., 2017: Accurate predictions of postmortem interval using linear regression analyses of gene meter expression data. In criminal and civil investigations, postmortem interval is used as evidence to help sort out circumstances at the time of human death. Many biological, chemical, and physical indicators can be used to determine the postmortem interval - but most...

Kerswill J.A.; McConnell J.W., 1979: The Grenville of Labrador; a possible target for uranium exploration in light of recent geological and geochemical investigations. Paper - Geological Survey of Canada 79-1B): 329-339

Siegler R.L.; Smith J.B.; Lynch M.B.; Mohammad S.F., 1987: Predicting prostacyclin supporting capacity following the addition of normal to hus sera. Pediatric Research 21(4 PART 2): 484A

Mornay, E.; Deveaux, M.; Soudan, B.; Gosset, D., 2001: Determination de la testosterone dans les cheveux par une methode radio-immunologique: Un test pour depister le dopage?. The measurement of doping agents in hair is attractive since it offers an increase in retrospective detection of doping with these substances. Hair analysis has a wide window of detection, ranging from months to years, depending on the length of t...

Xiao, L.; Becker, J., B., 1994: Quantitative microdialysis determination of extracellular striatal dopamine concentration in male and female rats: Effects of estrous cycle and gonadectomy. Sex differences in basal extracellular striatal dopamine concentrations in gonadectomized male and female rats have been reported previously. In the current experiment, estrous cycle-dependent variation, sex differences and the effect of gonadecto...

Wattraint, O.; Arnold, A.; Auger, Mèle.; Bourdillon, C.; Sarazin, C., 2004: Lipid bilayer tethered inside a nanoporous support: a solid-state nuclear magnetic resonance investigation. 31P and 1H solid-state nuclear magnetic resonance (NMR) experiments have been designed with the aim of studying directly the formation of supported bilayers tethered inside nanoporous aluminum oxide supports as a model of biomimetic membranes. The...

Marchetti, L., 1977: Fusicocum on stone fruits. In Italy F. amygdali appears in spring on twigs of various stone fruit trees, including peach; brown stains around the buds turn into necrotic lesions, around which gum exudes. When infected at several places the twigs may wither, soon or by the f...

Eucher, L., 1961: 2 cases of fracture of the tibial plateau treated with patellar grafts. Acta Chirurgica Belgica 60: 804-816

Winslow, C.P., 1944: Wood in the national economy. For future economic utilization increased research into all potential forms of use must be made. The more successful integration of the forest products industries with stabilized, rather than migratory, industry is advocated. The sawmill, the vene...