Inspiration
- different classification models such as the MobileNet and the ResNet
What it does
- classify the Genant Score which is used to grade the severity of vertebral fractures
How we built it
- ResNet-34 pretrained on ImageNet adapted for classification of the Genant Score
- Drawing images with equal probability for training
Challenges we ran into
Accomplishments that we're proud of
- Mean-Squared-Error of 0.78 over the test dataset
What we learned
- the impact of using pretrained models on medical tasks
What's next for suprised_by_deadline
- happy to discuss results and experience with the other teams
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