Saving Lives One .jpg at a Time

About the Project


Dear Fellow User,

Not everyone has access to the best doctors. In fact, 20% of Americans go without any healthcare at all. However, 96% of Americans have access to an internet connected device. As a team, we recognize this disparity in access to medical advice and as a result with our application heart.io we intend to give access to an expert opinion that some would otherwise never get.

By integrating convolutional neural networks (CNN) with a user friendly web application, heart.io delivers a personalized health analysis in less than one second. This is achieved by having users simply upload one image file of a suspected carcinogenic blemish (i.e. a mole, bodily discoloration, etc.). Give it a try!


The 2B1S Team

About the Creators



          Stewart Dulaney       Oshton Tsen        Tejas Shah

   Edmond   Ohad

              Edmond Nemsingh       Ohad Michel

Let's Go!

Get Started!

At Your Service

Machine Learning

Leverage the predictive power of machine learning.

Universally Accessible

Available for everyone.


Knowledge limited only by the size of the data set.

Made with Love

Made with love by Team 2B1S.

Recieve Your Personalized Health Analysis
in One min. with One .jpg

Submit Your Image Below

Drag & Drop
your files here


Image preview...

Your Personalized Health Analysis
Is Ready


Melanocytic nevi



Melanocytic nevi




Basal cell carcinoma


Actinic keratoses


Vascular lesions



More Coming Soon. Let's Stay in Touch!

The 2B1S Team is excited to expand the functionality of this project.
Subscribe to our mailing list below to hear about news and updates!

heart.io will be making an appearance to an app store new you.