Integrating Radiomic Image Analysis in the Hero Imaging Platform
We present the integration of radiomic image analysis in the Hero Imaging platform. We created a SPAARC node on Hero Imaging Platform, which facilitates access to SPAARC’s cutting-edge functionality with the visual programming simplicity of the Hero Imaging platform. Subsequently, we validated the reliability of the SPAARCHero using the IBSI validation dataset of multimodal imaging (CT, F18-FDG -PET, and T1w MRI) comprising 51 patients with soft-tissue sarcoma. This validation involved evaluation of the ICC of SPAARCHero and two other IBSI compliant software, MIRP and SPAARCMATLAB using IBSI 2 phase 3 configuration and Test cases. Out of the 486 extracted features, 462 were found to be reproducible across the three software, with lower bounds of 95% confidence intervals (CIs) of ICCs greater than 0.75. Our results verify the compliance of SPAARCHero with IBSI standard for Radiomics feature extraction.
Authors
- Emiliano Spezi (ORCID: https://orcid.org/0000-0002-1452-8813)
- Patrik Brynolfsson (ORCID: https://orcid.org/0000-0002-0455-8904)
- Prosper Oyibo (ORCID: https://orcid.org/0000-0003-4316-0883)
Publication Details
- Published
- 2024-11-18
- DOI
- https://doi.org/10.18573/conf3.g
- Citations
- 1
- Primary Topic
- Advanced X-ray and CT Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.18
Funders
- Engineering and Physical Sciences Research Council