Back to Search
Start Over
The MAGIC-5 project: Medical applications on a grid infrastructure connection
- 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.
- Subjects :
- lung cancer analysi
GRID infrastructure connection
positron emission tomography imaging
positron emission tomography
medical image analysi
Computer science
Data management
mammography
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Screening Program
CAD
medical image processing
Software
Medical Imaging
computer aided detection software
Computer aided diagnosi
Medical imaging
Computer vision
Grid
Lung tumor
remote image analysi
Distributed database
business.industry
distributed computing system
computed-tomography image
Digital imaging
Virtual Organization
Data science
breast cancer detection
Computer-aided diagnosis
GRID
Mammography
Screening program
Image analysi
Artificial intelligence
Alzheimer disease
business
MAGIC-5 Project
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Scopus-Elsevier, ResearcherID
- Accession number :
- edsair.doi.dedup.....ee171b4721850f97fe5546f98cb368ca