Category: Machine Learning
60 Posts
Machine Learning, Medicine, radiology
Automatic Interpretation of Chest CT Scans with Machine Learning
Multi-GPU Training in Pytorch: Data and Model Parallelism
Comparing AUCs of Machine Learning Models with DeLong’s Test
Segmentation: U-Net, Mask R-CNN, and Medical Applications
Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks
Guided Grad-CAM is Broken! Sanity Checks for Saliency Maps
CNN Heat Maps: Gradients vs. DeconvNets vs. Guided Backpropagation
Best Use of Train/Val/Test Splits, with Tips for Medical Data
Glass Box Medicine 
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