Novel platform for development, training, and validation of computer-assisted detection/diagnosis software.
Int J Comput Assist Radiol Surg
; 15(4): 661-672, 2020 Apr.
Article
em En
| MEDLINE
| ID: mdl-32157503
ABSTRACT
PURPOSE:
To build a novel, open-source, purely web-based platform system to address problems in the development and clinical use of computer-assisted detection/diagnosis (CAD) software. The new platform system will replace the existing system for the development and validation of CAD software, Clinical Infrastructure for Radiologic Computation of United Solutions (CIRCUS).METHODS:
In our new system, the two top-level applications visible to users are the web-based image database (CIRCUS DB; database) and the Docker plug-in-based CAD execution platform (CIRCUS CS; clinical server). These applications are built on top of a shared application programming interface server, a three-dimensional image viewer component, and an image repository.RESULTS:
We successfully installed our new system into a Linux server at two clinical sites. A total of 1954 cases were registered in CIRCUS DB. We have been utilizing CIRCUS CS with four Docker-based CAD plug-ins.CONCLUSIONS:
We have successfully built a new version of the CIRCUS system. Our platform was successfully implemented at two clinical sites, and we plan to publish it as an open-source software project.Palavras-chave
Texto completo:
1
Bases de dados:
MEDLINE
Assunto principal:
Software
/
Bases de Dados Factuais
/
Diagnóstico por Computador
Tipo de estudo:
Diagnostic_studies
Limite:
Humans
Idioma:
En
Revista:
Int J Comput Assist Radiol Surg
Assunto da revista:
RADIOLOGIA
Ano de publicação:
2020
Tipo de documento:
Article
País de afiliação:
Japão