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1. ViTReg-IP ViTReg-IP Public

   A ViT-based neural network model developed to quantify the severity of COVID-19 and other lung diseases precisely and automatically by relying on a small number of trainable parameters.

   Python 2 3

2. SuperpixelGridMasks SuperpixelGridMasks Public

   Forked from hammoudiproject/SuperpixelGridMasks

   SuperpixelGridMasks is an approach for sensor-based data augmentation towards image classification tasks and so on.

3. MViTReg-IP MViTReg-IP Public

   A multi-task neural network model trained to quantify the severity of lung diseases by accurately predicting two scores simultaneously.

   Python

4. PViTGAtt-IP PViTGAtt-IP Public

   A fusion of parallel encoders and gated attention to predict a scalar score indicative of lung infection severity.

5. QCross-Att-PVT QCross-Att-PVT Public

   A parallel PVT-based encoder with ViT aggregator for lung disease severity prediction.