This study aimed to optimize and evaluate automated, IHC-supervised annotation of tumor-cell and normal-cell nuclei in primary and metastatic cutaneous melanoma based on digital H&E/SOX10 dual stains of the same tissue section, but without H&E washout prior to IHC. Here, SOX10 is linked to neoplasm.