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Radiograph-Age-Prediction

Deep learning regression for predicting bone age from radiograph images

Different architectures have been tested here from basic to high level. An implementation of soft attention could be found here. The architectures used are

  • Baseline CNN
  • CNN with Attention
  • Inception V4
  • Unet
  • Attention Unet

Data source

Follow this link to download the whole dataset.

Running the Code

run train.py and train_ismail.py files. The paths should be adjusted as required. The hyperparameters can be set in hparams.py file

Results from our run

alt text

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