Radiomics-based approaches outperform visual analysis for differentiating lipoma from atypical lipomatous tumors: a review

ConclusionRadiomic models may show improved performance for differentiating ALTs/WDLs from benign lipomas compared to conventional analysis. However, considerable variability between radiomic approaches exists and future studies evaluating a standardized radiomic model with a multi-institutional study design and preferably fully automated segmentation software are needed before clinical application can be more broadly considered.
Source: Skeletal Radiology - Category: Radiology Source Type: research