AI Development Site for Deep Learning Models

Our goal of developing deep learning models is to help medical professionals with AI tools, most notably medical image classification. Our first project was the development of a model for the detection of breast cancer.

This model was developed using TensorFlow, Keras and TensorFlow.JS, the first two are python libraries, the last one a JavaScript library. We chose not to run the model on the server, but only on the local machine in the browser. This has two advantages. First, patient privacy is protected, and second, there is no latency uploading mammograms to the server and waiting for the prediction to be sent to the local machine.

We make the model freely available for feedback purposes. The model is hosted on the subdomain of this website. Click on the image below to go to the subdomain.