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Machine Learning and Medicine, by Rachel Lea Ballantyne Draelos

Tag: heatmap

5 Posts

Machine Learning, radiology

Grad-CAM: Visual Explanations from Deep Networks

Machine Learning

Guided Grad-CAM is Broken! Sanity Checks for Saliency Maps

October 12, 2019

Machine Learning

CNN Heat Maps: Gradients vs. DeconvNets vs. Guided Backpropagation

October 6, 2019

Machine Learning

CNN Heat Maps: Saliency/Backpropagation

Machine Learning

CNN Heat Maps: Class Activation Mapping (CAM)

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Machine Learning
Medicine
radiology

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abdomen anatomy artificial-intelligence attention auc auprc auroc averageprecision backpropagation biology cell chest chest-x-ray classification cnn code covid19 crossentropy ct-scan data-processing data-representation delong dermatology disease dna ehr genetics genomics gpu gradcam heart heatmap kldivergence labs likelihood lungs maskrcnn medical-notes medication mlp neuralnetwork nlp nodule pathology performance-metric pneumonia procedure protein proteomics python pytorch radiology regression regularization rna saliency segmentation sensitivity sigmoid softmax specificity transcriptomics transformer unet vision x-ray

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