Distributed medical images analysis on a Grid infrastructure
| Autor: | Bellotti, R, Cerello, P, Tangaro, S, Bevilacqua, V, Castellano, M, Mastronardi, G, De Carlo, F, Bagnasco, S, Bottigli, U, Cataldo, R, Catanzariti, E, Cheran, Sc, Delogu, Pasquale, De Mitri, I, De Nunzio, G, Fantacci, MARIA EVELINA, Fauci, F, Gargano, G, Golosio, B, Indovina, Pl, Lauria, A, Lopez Torres, E, Magro, R, Masala, Gl, Massafra, R, Oliva, P, Martinez, Ap, Quarta, M, Raso, G, Retico, A, Sitta, M, Stumbo, S, Tata, A, Squarcia, S, Schenone, A, Molinari, E, Canesi, B. |
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| Přispěvatelé: | Bellotti, R., Cerello, P., Tangaro, S., Bevilacquan, V., Castellano, M., Mastronardi, G., DE CARLO, F., Bagnasco, S., Bottigli, U., Cataldo, R., Catanzariti, Ezio, Cheran, S. C., Delogu, P., DE MITRI, I., DE NUNZIO, G., Fantacci, M. E., Fauci, F., Gargano, G., Golosio, B., Indovina, P. L., Lauria, A., LOPEZ TORRES, E., Magro, R., Masala, G. L., Massafra, R., Oliva, P., PREITE MARTINEZ, A., Quarta, M., Raso, G., Retico, A., Sitta, M., Stumbo, S., Tata, A., Squarcia, S., Schenone, A., BELLOTTI R, CERELLO P, TANGARO S, BEVILACQUA V, CASTELLANO M, MASTRONARDI G, DE CARLO F, BAGNASCO S, BOTTIGLI U, CATALDO R, CATANZARITI E, CHERAN SC, DELOGU P, DE MITRI I, DE NUNZIO G, FANTACCI ME, FAUCI F, GARGANO G, GOLOSIO B, INDOVINA PL, LAURIA A, LOPEZ TORRES E, MAGRO R, MASALA GL, MASSAFRA R, OLIVA P, PREITE MARTINEZ A, QUARTA M, RASO G, RETICO A, SITTA M, STUMBO S, TATA A, SQUARCIA S, SCHENONE A, MOLINARI E, CANESI B, R., Bellotti, P., Cerello, S., Tangaro, V., Bevilacqua, M., Castellano, G., Mastronardi, F., DE CARLO, S., Bagnasco, U., Bottigli, Cataldo, Rosella, E., Catanzariti, S. C., Cheran, P., Delogu, DE MITRI, Ivan, DE NUNZIO, Giorgio, M. E., Fantacci, F., Fauci, G., Gargano, B., Golosio, P. L., Indovina, A., Lauria, E., LOPEZ TORRES, R., Magro, G. L., Masala, R., Massafra, P., Oliva, A., PREITE MARTINEZ, Quarta, Maurizio, G., Raso, A., Retico, M., Sitta, S., Stumbo, A., Tata, S., Squarcia, A., Schenone, E., Molinari, B., Canesi |
| Rok vydání: | 2006 |
| Předmět: |
GRID
Virtual Organization Medical Applications Computer Networks and Communications Computer science Virtual organization mammography ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION computer.software_genre virtual organization CAD medical applications Software Computer aided diagnosi medicine Mammography Computer vision Grid Lung tumor Distributed database medicine.diagnostic_test business.industry Digital imaging Hardware and Architecture Image analysi Artificial intelligence Data mining Alzheimer disease business computer |
| Popis: | In this paper medical applications on a Grid infrastructure, the MAGIC-5 Project, are presented and discussed. MAGIC-5 aims at developing Computer Aided Detection (CADe) software for the analysis of medical images on distributed databases by means of GRID Services. The use of automated systems for analyzing medical images improves radiologists’ 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 with the diagnosis in the 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) images for the early diagnosis of Alzheimer Disease (AD). A Virtual Organization (VO) has been deployed, 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 AD. A small-scale prototype of the required Grid functionality was already implemented for the analysis of digitized mammograms. |
| Databáze: | OpenAIRE |
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