Code used in the DECODE 2024 competition held by Novo Nordisk. ADAE_Task2.R and ADLB_Task3.R contain code used to build shiny app and make relevant visualizations for task 2 (analysis of adverse events dataset), and task 3 (analysis of laboratory parameters dataset).