Publications by authors named "Moataz A S Soliman"
JCO Clin Cancer Inform
November 2022
Article Synopsis
- The study addresses the variability in CT images from different scanners, which limits the effectiveness of radiomics in clinical applications by developing a radiomics data harmonization model.
- Researchers analyzed radiomic features from untreated hepatic metastasis and used a mixed effects model to identify the influences of lesion size, tissue type, and scanner model.
- The proposed harmonization model successfully minimized scanner-related variability, enhancing the performance of machine learning classification models, with significant improvements in sensitivity and overall accuracy.
