TITLE:

Image and Video Analytics for Healthcare using neural networks.

DATE:

Friday, April 14th, 2017

TIME:

3:30 PM

LOCATION:

GMCS 314

SPEAKER:

Mr. Prasad Kothari, Analytics Manager at PwC

ABSTRACT:

Image and Video Analytics has been most talked solution in healthcare and other sectors. Convolutional Neural Networks, Recurrent Neural Networks and adversarial neural networks have been major tools to identify and predict diseases based on healthcare images such as lab reports, MRI/CT scans, X-Rays or simple image of retina taken by an iphone to detect retinopathy diabetes. This talk will also explore analyzing EEG videos to predict brain seizures etc. Not restricting to healthcare, we will discuss few other uses of image and video analytics in other sectors as well such as retail, banking, customer satisfaction etc.

This will be also brief overview of how Convolutional Neural Network and adversarial neural networks work in terms of classifying images and identifying objects in different images. The talk will also involve how Ricci Flow and Perelman Entropy can help in predicting future images and future video movements based on current videos.

HOST:

Dr. Parag Katira

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