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bodokaiser
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mrtoct-tensorflow
Tensorflow models for MRI to CT synthesis.
https://arxiv.org/abs/1901.05259
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refactors python to use tensorflow's estimator api
#14
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bodokaiser
closed
6 years ago
bodokaiser
commented
7 years ago
Input Pipeline:
[x] Bigger Crop or Pad
Metrics:
[x] Disable TFGAN metrics
[x] Mean Absolute Error (MAE)
[x] Mean Squared Error (MSE)
[x] Peak Signal to Noise Ratio (PSNR)
[x]
Gradient Distance Loss
(GDL)
[x] Adversarial Loss (ADV)
[ ] Structural Similarity (SSIM)
[x] Regression
Augmentation:
[ ] Random Flip
[ ] Mirroring
[ ] Noise
Adversarials:
[ ] LSGAN
[ ] BeGAN
Input Pipeline:
Metrics:
Augmentation:
Adversarials: