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The MAGIC-5 project: Medical applications on a grid infrastructure connection

Authors :
Maria Evelina Fantacci
Simone Stumbo
M. Quarta
R. Palmiero
Adele Lauria
M. G. Castellano
Giuseppe Raso
P. Cerello
S.C. Cheran
G. Gargano
I. De Mitri
E. Zanon
Raffaella Massafra
Bruno Golosio
Luciano Ramello
Sabina Tangaro
Pietro Oliva
Rosella Cataldo
Alessandra Retico
Roberto Prevete
U. Bottigli
Giovanni Luca Masala
G. De Nunzio
A. Tata
R. Magro
G. Forni
F. De Carlo
D. Martello
Francesco Fauci
Ezio Catanzariti
Mario Sitta
A.P. Martinez
Matteo Santoro
Ernesto Lopez Torres
P. L. Indovina
Roberto Bellotti
Pasquale Delogu
S. Bagnasco
Bellotti, R.
Bagnasco, S.
Bottigli, U.
Castellano, M.
Cataldo, R.
Catanzariti, Ezio
Cerello, P.
Cheran, S.
Carlo, F. D.
Delogu, P.
Mitri, I. D.
Nunzio, G. D.
Fantacci, M.
Fauci, F.
Forni, G.
Gargano, G.
Golosio, B.
Indovina, P.
Lauria, A.
Torres, E.
Magro, R.
Martello, D.
Masala, G.
Massafra, R.
Oliva, P.
Palmiero, R.
Martinez, A.
Prevete, Roberto
Quarta, M.
Ramello, L.
Raso, G.
Retico, A.
Santoro, M.
Sitta, M.
Stumbo, S.
Tangaro, S.
Tata, A.
Zanon, E.
R., Bellotti
S., Bagnasco
U., Bottigli
M., Castellano
R., Cataldo
E., Catanzariti
P., Cerello
S. C., Cheran
F., De Carlo
P., Delogu
I., De Mitri
G., De Nunzio
M. E., Fantacci
F., Fauci
G., Forni
G., Gargano
B., Golosio
P. L., Indovina
Lauria, Adele
E., Lopez Torre
R., Magro
D., Martello
G. L., Masala
R., Massafra
P., Oliva
R., Palmiero
A., Preite Martinez
M., Quarta
L., Ramello
G., Raso
A., Retico
M., Santoro
M., Sitta
S., Stumbo
S., Tangaro
A., Tata
E., Zanon
Cataldo, Rosella
DE MITRI, Ivan
DE NUNZIO, Giorgio
A., Lauria
Martello, Daniele
R., Prevete
E. Z. a. n. o. n., _.
F., DE CARLO
E., LOPEZ TORRES
A., PREITE MARTINEZ
Quarta, Maurizio
Source :
Scopus-Elsevier, ResearcherID

Abstract

The MAGIC-5 Project aims at developing Computer Aided Detection (CAD) software for Medical Applications on distributed databases by means of GRID Services. The use of automated systems for analyzing medical images has been demonstrated to improve the radiologist performance. In addition, it could be of paramount importance in screening programs, due to the huge amount of data to check and the cost of related manpower. The need for acquiring and analyzing data stored in different locations requires the use of GRID Services for the management of distributed computing resources and data. GRID technologies allow remote image analysis and interactive online diagnosis, with a relevant reduction of the delays presently associated to the diagnosis in screening programs. The MAGIC-5 project develops algorithms for the analysis of mammographies for breast cancer detection, Computed-Tomography (CT) images for lung cancer detection and Positron Emission Tomography (PET) imaging for the early diagnosis of the Alzheimer Disease (AD). We plan to configure a Virtual Organization (VO), so that authorized users can share data and resources and implement the following use cases: screening, tele-training and tele-diagnosis for mammograms and lung CT scans; statistical diagnosis by comparison of candidates to a distributed data-set of negative PET scans for the diagnosis of the Alzheimer Disease. A smallscale prototype of the required GRID functionality was already implemented for the analysis of digitized mammograms.

Details

Database :
OpenAIRE
Journal :
Scopus-Elsevier, ResearcherID
Accession number :
edsair.doi.dedup.....ee171b4721850f97fe5546f98cb368ca