GRIDMED project

Exploiting e-Infrastructure for research in breast cancer CAD methods

Transcript

1. gridmed CETA-CIEMAT Exploiting e-infrastructures for research in breast cancer CAD methods
2. breast cancer a serious problem
3. 1,5 million caused death cases worldwide 0,5 million
4. root causes are unknown
5. solution?
6. early detection
7. how to? medical imaging screening tools double reads
8. time too much
9. resources too much
10. CAD systems
11. assist clinicians CAD systems
12. offer a 2nd opinion CAD systems
13. support decisions CAD systems
14. use heuristics CAD systems
15. Classification Machine Learning
16. MLCs are trained with real cases
17. cancer digital repository breast
18. FMUP-HSJ CETA-CIEMAT INEGI-FEUP collaboration
21. +1.600 cases
22. MIWAD tools
23. MIWAD CAD DB
24. Manages patient and study data Used for creating the data for training Executes trained classificators MIWAD CAD DB
26. Screening tool Creates segmentations to classify MIWAD CAD DB Calculates features
28. and this is real!
29. current status ✚ MIWAD tools are being used at HSJ ✚ Doctors are feeding the BCDR ✚ MLCs are being trained with new cases ✚ DICOM-SR import/export is being developed ✚ PACs integration is being designed
30. spreading ✚ PhD Improving multilayer perceptron classifiers AUC performance by Raúl Ramos Pollán ✚ Journals ✚ Conferences ✚ Magazines ✚ About Grid and health
31. seen on TV!
32. diffusion Exchanging Data for Breast Cancer Diagnosis on Heterogeneous Grid Platforms Grid Infrastructures for Developing Mammography CAD Systems Grid Computing for Breast Cancer CAD. A Pilot Experience in a Medical Environment Exploiting E-Infrastructures for Medical Image Storage and Analysis: a GRID Application for Mammography CAD
33. demo!
34. CETA-CIEMAT acknowledges the support received from the European Regional Development Fund through its operational programme Knowledge-Based Economy
35. thanks! questions?