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1. Fall-2022-Python-Programming-for-Data-Science Fall-2022-Python-Programming-for-Data-Science Public

   Course page for CS 404/504 Python Programming for Data Science taught in Fall 2022, University of Idaho.

   Jupyter Notebook 15 17

2. A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises Public

   A framework for quality assessment of exercises in physical rehabilitation based on skeletal joint displacements collected with a motion capture system.

   Jupyter Notebook 53 19

3. Rehabilitation-Assessment-through-Dimensionality-Reduction-and-Statistical-Modeling Rehabilitation-Assessment-through-Dimensionality-Reduction-and-Statistical-Modeling Public

   An autoencoder neural network and a Gaussian mixture model are used for generating movement quality scores for rehabilitation exercises.

   Jupyter Notebook 5 1

4. Evaluation-of-Complexity-Measures-for-Deep-Learning-Generalization-in-Medical-Image-Analysis Evaluation-of-Complexity-Measures-for-Deep-Learning-Generalization-in-Medical-Image-Analysis Public

   Empirical study that reports the correlation between complexity measures and generalization performance by deep learning models on medical images

   Jupyter Notebook 13 1

5. Attention-Enriched-DL-Model-for-Breast-Tumor-Segmentation Attention-Enriched-DL-Model-for-Breast-Tumor-Segmentation Public

   Salient attention U-Net model for tumor segmentation in breast ultrasound images, based on visual saliency maps

   Jupyter Notebook 40 11