Visualizing Deep Learning: Filter, Class Activation Maps and LIME

What is covered? OverviewImporting librariesLoading the MNIST datasetPreprocessingLoading the trained modelEvaluationModel visualizationFilter visualizationClass activation mapLIMEConclusion Overview Unlike machine learning models, the deep learning models lack transparency in the decision making…

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Automated Diagnosis of COVID-19 with Limited Posteroanteriorchest X-ray Images using Fine-tuned Deep Neural Networks

Publication details The paper is published in the journal of Springer Applied Intelligence in 2020: click here. Abstract The novel coronavirus 2019 (COVID-19) is a respiratory syndrome that resembles pneumonia.…

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Multi-modality encoded fusion with 3D inception U-net and decoder model for brain tumor segmentation

Publication details The paper is published in the journal of Springer Multimedia Tools and Application in 2020: click here. Abstract For any radiologist, identification and segmentation of brain tumor (gliomas)…

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