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Oge Marques's Projects

cpath-matlab icon cpath-matlab

Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH).

data-files icon data-files

Useful data files for Data Science, Machine Learning, AI, and Deep Learning

deep-network-designer-matlab icon deep-network-designer-matlab

Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes prediction and medical image classification.

gan-skin-matlab icon gan-skin-matlab

Example of how to use MATLAB to generate synthetic images of skin lesions.

python-matlab icon python-matlab

Example of how to integrate MATLAB apps into a Python deep learning workflow for computer vision and image analysis tasks.

xai-image-classification icon xai-image-classification

Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM) for image classification tasks.

xai-matlab icon xai-matlab

Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification task.

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