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What doctors most often confuse amelanotic melanoma with: Basal cell carcinoma (BCC) accounts for the majority of misdiagnoses Squamous cell carcinoma (SCC) Benign cysts, lipomas, or fibromas Eczema, contact dermatitis, or psoriasis Keloids or scar tissue Infected follicle or pimple Why AI apps miss it: As the Skin Cancer Foundation explicitly states, even todays specialized computer apps for early melanoma recognition are modeled on classic ABCDE patterns and can miss more clinically subtle melanomas like amelanotic variants