Beyond plaque segmentation: a combined radiomics-deep learning approach for automated CAD-RADS classification
Integration of radiomics and deep learning shows promising results for stenosis assessment in CAD patients.
Authors
- Gualtiero I. Colombo (ORCID: https://orcid.org/0000-0002-7348-1939)
- Anna Corti (ORCID: https://orcid.org/0000-0001-9603-7825)
- Francesca Lo Iacono (ORCID: https://orcid.org/0000-0002-6068-8172)
- Mattia Chiesa (ORCID: https://orcid.org/0000-0001-7427-9954)
- Gianluca Pontone (ORCID: https://orcid.org/0000-0002-1339-6679)
- Valentina Corino (ORCID: https://orcid.org/0000-0003-1825-0422)
- Francesca Ronchetti
Institutions
- University of Milan (IT)
- Centro Cardiologico Monzino (IT)
- Politecnico di Milano (IT)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-03-26
- DOI
- https://doi.org/10.3389/fmed.2025.1536239
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 1.36