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...
Oct 24, 2016
Brain Anatomy Segmentation
At Qure.ai, we are getting very good at automatically identifying tumours and lesions in brains from MRI scans. In fact, our team was placed third in Brain Tumour Segmentation (BRATS) challenge at ...