Thesis Project : Development of a Heart Rate Prediction Application using Flutter
This project is an innovative heart rate prediction tool developed using the cutting-edge Flutter framework. By leveraging Photoplethysmography (PPG) technology, it transforms your smartphone into a reliable, non-invasive heart rate monitor. It not only delivers accurate readings within seconds but also offers additional features like blood pressure estimation and BMI calculation, making it a comprehensive tool for personal health management. Designed to be user-friendly and accessible, this project empowers users to take charge of their cardiovascular health anytime, anywhere.
In an age where personal health management is becoming increasingly digital, the need for accessible and reliable health tools is greater than ever. This was the driving force behind the development of PulsePro, an advanced heart rate prediction application designed to bring cutting-edge technology into the hands of everyday users.
1. Introduction
PulsePro was conceived with a straightforward yet impactful goal: to create a simple, accurate, and user-friendly application for heart rate monitoring. As a mobile health (mHealth) tool, PulsePro leverages the power of modern technology to offer users a non-invasive way to track their heart rate using just their smartphone. The application integrates Photoplethysmography (PPG) technology with Flutter, Google’s robust cross-platform framework, to ensure that users have access to a reliable health monitoring tool, no matter their device.
2. Project Overview
At the core of PulsePro is Photoplethysmography (PPG), a technique that measures blood volume changes through light-based sensors. This technology, commonly used in medical devices, was adapted to work seamlessly with smartphone cameras. By capturing and analyzing these signals, PulsePro provides accurate heart rate readings in real-time.
Flutter was chosen as the development framework for its ability to deliver consistent performance across both Android and iOS platforms. With Flutter, the application not only ensures a uniform user experience but also maintains high standards of accuracy and reliability across different devices.
3. Key Contributions
Seamless Integration of PPG Technology:
PulsePro effectively integrates PPG technology with Flutter, transforming smartphones into powerful heart rate monitors. The app captures blood volume changes through the camera and processes this data to deliver precise heart rate readings.
Advanced Signal Processing Algorithms:
To ensure accuracy, PulsePro employs sophisticated algorithms that filter out noise and enhance the reliability of the measurements. These algorithms adapt to different lighting conditions and skin types, providing users with consistent and trustworthy data.
User-Centered Design:
The application’s interface was designed with a focus on simplicity and ease of use. Whether you’re tech-savvy or not, PulsePro’s clean and intuitive design makes it easy to navigate, ensuring that users can monitor their heart rate with minimal effort.
Comprehensive Health Monitoring:
In addition to heart rate monitoring, PulsePro includes features like blood pressure estimation and BMI calculation, offering a well-rounded tool for health management. These features make PulsePro more than just a heart rate app—it’s a comprehensive health companion.
4. Outcome
Impact on Personal Health Management:
PulsePro aims to democratize access to health monitoring tools. By offering a reliable, non-invasive way to track heart rate, the app empowers users to take an active role in managing their cardiovascular health. This can be particularly valuable for individuals who need regular monitoring or those interested in maintaining their overall health.
Availability and Future Plans:
I am excited to share that PulsePro is now available on the Amazon App Store. This marks a significant milestone in my journey as a developer and underscores the potential of mobile health technology. Moving forward, I plan to enhance PulsePro by integrating additional health metrics and refining the user experience based on feedback from the community.
Read Thesis Project
Watch Project Demo
As I reflect on the journey of developing this project, I am filled with a sense of accomplishment and excitement for the future. This project is more than just a technical achievement; it's a step towards empowering individuals to take control of their health using innovative technology. I encourage you to explore the project demo and read through the thesis to gain a deeper understanding of the work and research that went into it. Your feedback and thoughts would be greatly appreciated as they will help in further refining and enhancing this project. Thank you for taking the time to visit my blog, and I look forward to sharing more developments with you in the future.