iMedic: A Mobile Application For Medicine Dispenser Using Decision Tree Algorithm
projects.
iMedic is a smart medication management solution that combines a mobile application with an automated medicine dispenser. The system helps patients stay on schedule with their medications while allowing guardians to monitor adherence through real-time notifications and reminders.
challenge.
One of the main challenges of the iMedic project was training and refining the decision-tree algorithm to produce accurate results. The system needed to correctly identify missed medication schedules and determine when reminder frequencies should be adjusted. Ensuring the algorithm responded appropriately to different medication-taking behaviors required extensive testing, validation, and fine-tuning to improve reliability and support better patient adherence.
