Abstract Oral Lichen Planus (OLP) is a common chronic inflammatory disorder with a complex etiology and potential for malignant transformation, posing substantial challenges for clinical diagnosis and management. Conventional diagnostic approaches often depend on clinical experience and subjective assessment, which limits their accuracy and efficiency. Recent advances in artificial intelligence (AI) have introduced novel paradigms for investigating OLP characteristics.