Dec 18, 2017
Visualizing Deep Learning Networks - Part II
In the previous post we looked at methods to visualize and interpret the decisions made by deep learning models using perturbation based techniques.To summarize the previous post, perturbation ba...
Sep 25, 2017
Visualizing Deep Learning Networks - Part I
At Qure, we’re building deep learning systems which help diagnose abnormalities from medical images. Most of the deep learning models are classification models which predict a probability of abnorm...
Jul 05, 2017
A 2017 Guide to Semantic Segmentation with Deep Learning
At Qure, we regularly work on segmentation and object detection problems and we were therefore interested in reviewing the current state of the art.In this post, I review the literature on semantic...
Jan 10, 2017
Machine Learning and Perfusion in Neuroimaging
Knowing the state of the cells and amount of blood flow in brain, can reveal huge amount of information about it. Tumor cells have high consumption of blood metabolites (like glucose) than normal...
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