Inspiration
Reading and diagnosing chest x-ray images may be a relatively simple task for radiologists but, in fact, it is a complex reasoning problem which often requires careful observation and knowledge of anatomical principles, physiology and pathology.
What it does
Platform for accommodate doctors to diagnose and ask for opinion on x-ray image any time, anywhere.
How we built it
Nodejs Tensorflow
Challenges we ran into
Accuracy of the model is not so satisfying at the moment
Accomplishments that we're proud of
Modify InceptionV3, a pretrained neural network widely use for one class classification to predict multiclass classification problem
What we learned
Connect users and machine learning logic on a platform
What's next
- Cover more diseases
- Integrate with health record
Built with
- Python (TensorFlow)
- Node.js
- MongoDB
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