A Study on Dermatological Diagnosis of Cardiovascular Disease Through Multimodal Fusion of Artificial Intelligence

The incorporation of multimodal fusion of Artificial Intelligence (AI) has the feasible to improve the dermatological diagnosis of cardiovascular diseases (CVDs). This survey reviews recent advancements in AI techniques that utilize diverse data types, including dermoscopic images, electronic health records (EHRs), to enhance diagnostic accuracy. Drawing from Scopus-indexed journals, we present a comprehensive literature review, discuss methodologies and approaches, and highlight recent trends in the field. This synthesis of knowledge aims to inform future research directions and promote interdisciplinary collaboration.