MammoGrid: Large-Scale Distributed Mammogram Analysis

Title: MammoGrid: Large-Scale Distributed Mammogram Analysis

Research Question: How can grid technology be used to create a large-scale, distributed database of mammograms for the study of breast cancer epidemiology and the understanding of image acquisition protocols?

Methodology: The MammoGrid project aims to develop a Europe-wide database of mammograms using novel grid-compliant and federated-database technologies. These technologies will provide improved access to distributed data and allow rapid deployment of software packages for analysis. The project will also implement enhanced versions of a standardization system (SMF) that enables comparison of mammograms based on intrinsic tissue properties, independent of scanner settings. Additionally, it will develop software tools for automatically extracting image and tissue information for quality control and clinical studies.

Results: The MammoGrid project has successfully implemented a large-scale, distributed database of mammograms. The database has been used to study epidemiology, understand image acquisition protocols, and develop software tools for quality control and clinical studies. The project has also explored the potential of grid technology to support effective co-working between healthcare professionals throughout the EU.

Implications: The MammoGrid project has demonstrated the potential of grid technology in creating large-scale, distributed databases for medical research. The project has also contributed to the understanding of breast cancer and the development of software tools for image analysis and quality control in healthcare settings. The findings from this project can be applied to other medical imaging modalities and could potentially improve the efficiency and effectiveness of healthcare systems.

Link to Article: https://arxiv.org/abs/0402006v1 Authors: arXiv ID: 0402006v1