Generalized Pustular Psoriasis: Using AI for Rare Dermatologic Disease

Marta Van Beek presents a project focused on Generalized Pustular Psoriasis (GPP), emphasizing the collaboration with OM1 and Data Derm over an 18-month period. The discussion highlights the vast data set from Data Derm, which includes over 60 million visits and 16 million patients, showcasing its utility in advocacy, quality reporting, and research. The presentation outlines the need for better diagnosis and understanding of GPP, a rare but severe condition often misdiagnosed, leading to prolonged suffering for patients. Recent advancements, such as new effective treatments like spizolimab, underscore the urgency for early identification of GPP patients. The analysis leverages real-world data to identify undiagnosed patients through a tool called Patient Finder, aimed at recognizing individuals who display symptoms or patterns indicative of GPP. Findings reveal that undiagnosed patients often experience significant comorbidities, including mental health issues, compared to diagnosed patients. The project aspires to educate healthcare providers on the typical patient journey and symptoms to enhance early intervention. Overall, the collaboration seeks to improve patient outcomes by ensuring timely and accurate diagnoses and providing appropriate treatment solutions.