AI-Native Scoping Reviews & Evidence Mapping

Seborrheic dermatitis is more than dandruff or simple fungal overgrowth: this evidence map shows a recurrent inflammatory disease shaped by Malassezia dysbiosis, barrier/lipid dysfunction, immune activation, Staphylococcus signals, and psychosocial burden. The full SAIMSARA evidence map is worth reading because it separates stronger treatment signals — ketoconazole, ciclopirox, selenium disulfide, calcineurin inhibitors, isotretinoin, roflumilast foam, and barrier repair — from emerging or heterogeneous findings across 706 original studies.