Clinical and dermoscopic features alone could not differentiate MIS from ATN. Non-invasive genomic testing helped differentiate lower from higher-risk lesions and aid in clinical management decisions. Genomic testing was particularly helpful in patients with large numbers of lesions with several being considered for biopsy based on clinical and dermoscopic examination. J Drugs Dermatol. 2024;23(9):717-723. doi:10.36849/JDD.8454.