Screening healthy individuals for their baseline risk of developing cutaneous melanoma.

Identifying patients who require closer dermatologic surveillance (e.g., total body skin exams every 6-12 months).

Personal history of melanoma or non-melanoma skin cancer.

Family history of melanoma (first-degree relatives).

Presence of atypical (dysplastic) nevi.

High total nevus count (>50 or >100 depending on the model).

Phenotype: Fair skin, light eyes, red/blond hair, propensity to burn, freckling.

History of severe, blistering sunburns.

Atypical nevus syndrome (FAMMM) drastically increases risk, often requiring baseline cutaneous photography (mole mapping).

Risk calculators are purely predictive tools; they cannot rule out melanoma.

High Risk: Regular dermatologist screening, dedicated sun protection education, and patient counseling on self-skin exams.

Low Risk: Routine primary care screening and general sun protection advice.