Fig. 5: Clinical and research applications of the HOTSPoT liver biopsy segmentation model.

HOTSPoT enables advanced liver pathology analysis by extracting morphometric features, localizing cell clusters, and supporting targeted compartment analysis. Its segmentation capabilities facilitate efficient resource use and integration of spatial-omics data with histological context, offering insights into disease mechanisms and treatment responses.