Abstract
The techniques utilized for the creation and deployment of an active dashboard for an Electronic Health Record System, especially for heart failure patients, are presented in this paper. The active dashboard, which is built on a set of ELK Stack software, enables the visual examination of patient information through interactive visuals, improving the process of data interpretation by health professionals and promoting a data-driven decision approach. The authors divide the development process into three steps in this paper: configuring the database for Logstash, then indexing data with Elasticsearch, and creating indexed data views with Kibana. The authors also present the most recent version of the active dashboard, which displays graphs based on the users' gender, pulse, NYHA cardiac function classification, weight, height, diabetes, urea, liver disease, age, type of heart failure, Temperature, BMI, and emergency, as well as the number of healed and dead patients. Finally, the authors explain the insights gained throughout the interactive dashboard's development.