Original ResearchPublished 8 July 2026Spatial modeling of HIV prevalence in Malawi using generalized additive modelsZacharie Tsala Dimbuene · Crispin Mabika Mabika · Blandine Bawawana Bavwidinsi · Emmanuel Juakaly Wayisovia · Hugues Sampasa-KanyingaFrontiers in Epidemiologydoi 10.3389/fepid.2026.1867778