GridIMAGE: a novel use of grid computing to support interactive human and computer-assisted detection decision support.
This paper describes a Grid-aware image reviewing system (GridIMAGE) that allows practitioners to (a) select images from multiple geographically distributed digital imaging and communication in medicine (DICOM) servers, (b) send those images to a specified group of human readers and computer-assisted detection (CAD) algorithms, and (c) obtain and compare interpretations from human readers and CAD algorithms. The currently implemented system was developed using the National Cancer Institute caGrid infrastructure and is designed to support the identification of lung nodules on thoracic computed tomography. However, the infrastructure is general and can support any type of distributed review. caGrid data and analytical services are used to link DICOM image databases and CAD systems and to interact with human readers. Moreover, the service-oriented and distributed structure of the GridIMAGE framework enables a flexible system, which can be deployed in an institution (linking multiple DICOM servers and CAD algorithms) and in a Grid environment (linking the resources of collaborating research groups). GridIMAGE provides a framework that allows practitioners to obtain interpretations from one or more human readers or CAD algorithms. It also provides a mechanism to allow cooperative imaging groups to systematically perform image interpretation tasks associated with research protocols.
Gurcan
Metin N
MN
Department of Biomedical Informatics, The Ohio State University, 3190 Graves Hall, 333 W. 10th Ave, Columbus, OH 43210, USA. gurcan@bmi.osu.edu
Pan
Tony
T
Sharma
Ashish
A
Kurc
Tahsin
T
Oster
Scott
S
Langella
Stephen
S
Hastings
Shannon
S
Siddiqui
Khan M
KM
Siegel
Eliot L
EL
Saltz
Joel
J
D000465:Algorithms; D003195:Computer Communication Networks; D016494:Computer Security; D003626:Data Display; D003628:Database Management Systems; D019992:Databases as Topic; D003658:Decision Making, Computer-Assisted; D003661:Decision Support Techniques; D003952:Diagnostic Imaging; D006801:Humans; D007090:Image Interpretation, Computer-Assisted; D007091:Image Processing, Computer-Assisted; D016247:Information Storage and Retrieval; D013902:Radiography, Thoracic; D011873:Radiology Information Systems; D012984:Software; D012985:Software Design; D014057:Tomography, X-Ray Computed; D014584:User-Computer Interface