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Medical MVP: MONAI research #40

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bcebere opened this issue Jul 21, 2020 · 0 comments

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bcebere commented Jul 21, 2020

We need to know the limits of MONAI.
They have:

Datasets: MedNISTDataset, DecathlonDataset
Network blocks highlights: atrous spatial pyramid pooling module.
Dataset loaders: GridPatchDataset might be useful.
Inference: Sliding Window Inference.
Losses: DiceLoss, MaskedDiceLoss, FocalLoss, TverskyLoss,
Existing Nets: Densenet3D, Highresnet, Unet, Generator, Regressor, Classifier, Discriminator, Critic
Metrics: Mean dice, Area under the ROC curve

Do we want to extend it to NLP?
Do we need another architecture?

The research might impact our demo dataset.

andreimano mentioned this issue

Medical MVP: VQA+Captum demo #45

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