TY - GEN
T1 - Problem solving environment for medical image analysis
AU - Maheshwari, Ketan C.
AU - Olabarriaga, Sílvia D.
AU - Botha, Charl P.
AU - Snel, Jeroen G.
AU - Alkemade, Johan
AU - Belloum, Adam
PY - 2007
Y1 - 2007
N2 - The development of Medical Image Analysis (MIA) applications that can successfully be applied in clinical practice is difficult for several reasons, one of them being the large amount and variety of resources involved (people, data, methods, computing). The application goes through several phases (development, parameter optimization, evaluation and clinical deployment) usually supported by different systems. The lack of support for information flow from phase to phase puts extra logistics burden on the lifecycle of MIA applications. In this paper we describe our first efforts to develop a Problem Solving Environment (PSE) for MIA applications using the three systems available at the proof-of-concept environment of the Virtual Laboratory for e-Sciences project. The proposed PSE implements data provenance mechanisms that support information flow among systems, facilitating navigation across phases of the application lifecycle.
AB - The development of Medical Image Analysis (MIA) applications that can successfully be applied in clinical practice is difficult for several reasons, one of them being the large amount and variety of resources involved (people, data, methods, computing). The application goes through several phases (development, parameter optimization, evaluation and clinical deployment) usually supported by different systems. The lack of support for information flow from phase to phase puts extra logistics burden on the lifecycle of MIA applications. In this paper we describe our first efforts to develop a Problem Solving Environment (PSE) for MIA applications using the three systems available at the proof-of-concept environment of the Virtual Laboratory for e-Sciences project. The proposed PSE implements data provenance mechanisms that support information flow among systems, facilitating navigation across phases of the application lifecycle.
UR - https://www.scopus.com/pages/publications/34748922201
U2 - 10.1109/CBMS.2007.87
DO - 10.1109/CBMS.2007.87
M3 - Conference contribution
SN - 0769529054
SN - 9780769529059
T3 - Proceedings - IEEE Symposium on Computer-Based Medical Systems
SP - 165
EP - 170
BT - Proceedings - Twentieth IEEE International Symposium on Computer-Based Medical Systems, CBMS'07
T2 - 20th IEEE International Symposium on Computer-Based Medical Systems, CBMS'07
Y2 - 20 June 2007 through 22 June 2007
ER -