Tutorial: Practical Considerations When Performing Radiomics
Masoom Haider1
1Mount Sinai Hospital, University of Toronto, Canada

Synopsis

Keywords: Body: Body, Cross-organ: Cancer, Image acquisition: Machine learning

Radiomics has not yet made it into clinical care. For this to happen high quality biomarker technical validation is required. In this presentation, we go through key items to consider for meaningful radiomics research. This includes the availability of high-quality source data, proper technical validation methodology, good-quality analysis, external validation, a clear understanding of the use case.

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Proc. Intl. Soc. Mag. Reson. Med. 31 (2023)