We were very excited to learn more about ML / CNNs, and we're interested in applying this technology the medical field.

What it does

The user, presumably a doctor, will take an XRay scan in png format and submit it to our console. Our app will return the score likelihood that the XRay contains an abnormality, based on a model trained using various abnormal XRay scans.

How we built it

We used Jupyter and Keras to build and train the model, then we used NodeJS/Express to build the web portion of the project.

Challenges we ran into

Since we're new to machine learning, there was a learning curve with setting up and using the models, but after a lot of research we got the hang of it.

Built With

  • tensorflow
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