Name
Title | ||
|---|---|---|
GridIMAGE: A Novel Use of Grid Computing to Support Interactive Human and Computer-Assisted Detection Decision Support |
Abstract | ||
|---|---|---|
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. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1007/s10278-007-9020-0 | J. Digital Imaging |
Keywords | Field | DocType |
Grid computing,grid architectures,caBIG™,caGrid,computer-assisted detection,digital imaging and communications in medicine | CAD,Computer vision,DICOM,Grid computing,Software design,Computer science,Decision support system,Server,Software,Artificial intelligence,Multimedia,Grid | Journal |
Volume | Issue | ISSN |
20 | 2 | 0897-1889 |
Citations | PageRank | References |
4 | 0.51 | 6 |
Authors | ||
10 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Metin N Gurcan | 1 | 630 | 59.30 |
| Tony Pan | 2 | 196 | 18.21 |
| Ashish Sharma | 3 | 166 | 17.05 |
| Tahsin M. Kurç | 4 | 1423 | 149.77 |
| Scott Oster | 5 | 151 | 18.60 |
| Stephen Langella | 6 | 185 | 20.57 |
| Shannon Hastings | 7 | 191 | 21.43 |
| Khan M. Siddiqui | 8 | 48 | 11.57 |
| Eliot Siegel | 9 | 302 | 80.13 |
| Joel H. Saltz | 10 | 4046 | 569.91 |