Novel platform for development, training, and validation of computer-assisted detection/diagnosis software

International Journal of Computer Assisted Radiology and Surgery
Yukihiro NomuraOsamu Abe

Abstract

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). 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. 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. 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.

References

Nov 19, 2011·Radiology·Bram van GinnekenMathias Prokop
Jul 5, 2013·Medical Physics·George C KagadisWilliam R Hendee
Nov 23, 2013·AJR. American Journal of Roentgenology·Perry GerardZvi Lefkovitz
May 2, 2014·Journal of Obesity·Mitsutaka NemotoKuni Ohtomo
Aug 5, 2017·Medical Image Analysis·Geert LitjensClara I Sánchez
Aug 25, 2017·Journal of Magnetic Resonance Imaging : JMRI·Takahiro NakaoOsamu Abe
Mar 3, 2018·Japanese Journal of Radiology·Koichiro YasakaOsamu Abe
Apr 24, 2020·IEEE Transactions on Neural Networks and Learning Systems·Daniel W OtterJugal K Kalita

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Citations

Oct 16, 2021·International Journal of Computer Assisted Radiology and Surgery·Yukihiro NomuraOsamu Abe

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Software Mentioned

Windows
Ubuntu
CIRCUS DB
DWV
- toolkit
OHIF viewer
DICOM Web Viewer
Node
CIRCUS
CNN

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