Radiomics for differentiation of somatic BAP1 mutation on CT scans of patients with pleural mesothelioma
This proof-of-concept work demonstrated the potential of radiomics to differentiate among <i>BAP1+/-</i> in patients with PM. Future work will extend these methods to the assessment of germline <i>BAP1</i> mutation status through image analysis for improved patient prognostication.
Authors
- Samuel G. Armato (ORCID: https://orcid.org/0000-0002-5428-7997)
- Owen Mitchell (ORCID: https://orcid.org/0000-0001-5601-731X)
- Mena Shenouda
- Abbas Shaikh (ORCID: https://orcid.org/0009-0001-4654-7154)
- Hedy L. Kindler (ORCID: https://orcid.org/0000-0002-5450-842X)
- I. Deutsch
Institutions
- Northwestern University (US)
- University of Chicago (US)
- Rice University (US)
Publication Details
- Journal
- Journal of Medical Imaging
- Published
- 2024-12-11
- DOI
- https://doi.org/10.1117/1.jmi.11.6.064501
- Citations
- 1
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.40
Funders
- University of Chicago
- National Institutes of Health