19 October 2022: Review Articles
A Review of the Role of Ultrasound Radiomics and Its Application and Limitations in the Investigation of Thyroid Disease
Wen-Wu Lu 1E , Di Zhang 2F , Xue-Jun Ni 1E*DOI: 10.12659/MSM.937738
Med Sci Monit 2022; 28:e937738
Figure 1 The picture uses an ultrasound image case of a thyroid nodule, showing the workflow of the ultrasound radiomics. Region of interest (ROI) segmentation was conducted on the largest diameter of the thyroid nodule. Radiomics features were extracted from ROI, including features such as shape, grayscale, texture, and wavelets. The feature selection process is shown with LASSO as an example.