Noel Burton-Krahn

When your core shielding breaks down

Data Science Meetup: Delirium Detection With CNNs

Wed 26 July 2017 log log / eeg / cnn / nnet

Introduction

Noel Burton-Krahn

Delirium Detection in EEGs

Got baseStudyEDF: control and delerium EEGs Total Control: 27 Total Delirium: 25

baseStudyEDF

Neural Networks

Images from CS231n Convolutional Neural Networks for Visual Recognition

neural_net2

cnn

Convolutional Networks

convnet

weights

Deep Neural Networks

AlexNet

inception

Demo Digit Classifier

2D Visualization of a CNN by A Harley, Ryerson

https://vimeo.com …

Communicating with vegtative patients

Thu 22 June 2017 misc eeg

Imagine if you were completely conscious but couldn't move or speak? Neuroscientist Adrian Owen has been using brain-imaging techniques to detect consciousness in patients who are presumed to be vegetative, sometimes for many years. By giving simple commands and then measuring brain activity, Owen has learned some patients are completely …

Deep Learning for Medicine

Sun 30 April 2017 misc nnet / fda

Machine learning has made great strides in the last few years, and Convolutional Neural Networks have demonstrated some very impressive results in image and speech processing. There are some great opportunities to apply them to healthcare, but there are some significant challenges too.