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Machine Learning and Medicine, by Rachel Draelos

Category: Medicine

25 Posts

Representing EHR data: ICD codes vs. CCS codes

November 13, 2018

Introduction to Medical Abbreviations

October 20, 2018

Inpatient vs. Outpatient

October 20, 2018

The Origins of Medical Data

October 18, 2018

Machine Learning, Medicine

Welcome!

October 8, 2018

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Machine Learning
Medicine
radiology

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2d 3d abdomen anatomy artificial-intelligence attention auc auprc auroc averageprecision backpropagation biology chest chest-x-ray classification cnn code convolution covid19 crossentropy ct-scan data-processing data-representation dataset delong dermatology dimension disease dna ehr filter genetics gpu gradcam heart heatmap kernel kldivergence labs likelihood lungs medical-notes medication memory mlp neuralnetwork nlp nodule oop padding pathology performance-metric pneumonia procedure proteomics python pytorch radiology regression regularization rna saliency segmentation sensitivity sigmoid softmax specificity torchsummary torchvision transcriptomics transformer tutorial unet vision x-ray

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