Melvin Cabatuan, Elmer Dadios, Laurence Gan Lim, Jose Santos Carandang VI, Eric Punzalan, Ma. Luisa Enriquez, Dennis Erasga, Michael Ples, Romeo Teruel, Balintawak Sison-Gareza, Ma. Ellenita De Castro, Julien Carandang, Raouf Naguib, Feature Driven Development of a Smartphone Based Vision-Aware mHealth Framework, Journal of Engineering and Applied Sciences, Volume 12,Issue 10, 2017, Pages 2762-2769, ISSN 1816-949x, jeasci.2017.2762.2769, (https://makhillpublications.co/view-article.php?doi=jeasci.2017.2762.2769) Abstract: Mobile health (mHealth) applications attempt to capitalize on the ubiquity and exponential growth of mobile technologies for the benefit of public health, leading to a growing research interest in devising frameworks for addressing specific or general mHealth challenges. In this context, the primary goal of this study is to present a novel smartphone-based development framework for prototyping vision-aware native mHealth applications developed using Feature Driven Development (FDD) methodology. Then, we describe a prototype mHealth educational application, ‘Dibdib’** Advocacy App for breast cancer awareness, utilizing the proposed vision-aware mHealth framework in Android platform. The results illustrate that FDD is feasible option in mHealth application development under the proposed mHealth framework. Keywords: mHealth;Feature Driven Development (FDD);computer vision;breast cancer awareness;framework