To enhance screening for patients with DM, we identified the optimal laboratory parameters: albumin, fibronectin, and lymphocytes, as well as key imaging metrics, including 2D maximal diameter, 2D mesh surface, 2D minor axis length, and 2D perimeter. This evidence concerns the gene ALB and diabetes mellitus.