Sin, Herbert Jung, and Martony Demes da Silva. " Predicting Asthma Exacerbations in Digital Health Ecosystems Using Machine Learning Frameworks." Anais do XXIII Encontro Nacional de Inteligência Artificial e Computacional, Cuiabá/MT, 2026. SBC, 2026, pp.861-872.