Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records - Manzini, Enrico; Vlacho, Bogdan; Franch-Nadal, Josep; Escudero, Joan; Génova, Ana; Reixach, Elisenda; Andrés, Erik; Pizarro, Israel; Portero, José-Luis; Mauricio, Dídac; Perera-Lluna, Alexandre (Journal of biomedical informatics, 2022)
Keywords: AutoEncoder; Cluster Analysis; Cross-Sectional Studies; Deep Learning; Diabetes Mellitus, Type 2 - diagnosis; Diabetes Mellitus, Type 2 - epidemiology; Diabetic complications; Electronic health records; Glycated Hemoglobin - analysis; Humans; Longitudinal cluster; Type 2 diabetes; Type 2 diabetes; Deep learning; Diabetic complications; Longitudinal cluster; AutoEncoder; Electronic health records