Analyzing neurological disorders using functional and structural brain imaging data

Subscribers:
344,000
Published on ● Video Link: https://www.youtube.com/watch?v=9fnBVGVutc0



Category:
Vlog
Duration: 1:23:37
1,233 views
25


In this talk we overview methodology for predicting and analyzing clinical outcomes, especially focusing on neurological disorders, using functional and structural brain imaging data. We focus on resting state functional connectivity data via fMRI as well as structural imaging data via T1 MRI and diffusion weighted MRI. We consider these modalities and variety of methods for feature extraction, prediction and analysis. We apply the methodology to developmental disorders, particularly attention deficit hyperactivity, cognitive impairment and Alzheimer�s disease and multiple sclerosis.




Other Videos By Microsoft Research


2016-07-26Checking App Behavior Against App Descriptions
2016-07-26Scalable learning of Bayesian network classifiers
2016-07-26Everything you always wanted to know about web-based device fingerprinting (but were afraid to ask)
2016-07-26Making Reusable Hardware Design IPs Usable: an NoC perspective
2016-07-26Lessons from Megaprojects: The Creators and Destroyers of Capital
2016-07-26Unsupervised Transcription of Historical Documents
2016-07-26Online Learning and Adaptation Over Networks
2016-07-26Easy Generation and Efficient Verification of Unsatisfiability Proofs
2016-07-26Learning to Understand Natural Language in Physically-Grounded Environments
2016-07-26Frontiers of Accessibility: From the Body to the Mind, the Heart, and the Soul
2016-07-26Analyzing neurological disorders using functional and structural brain imaging data
2016-07-26Collaborative, Large-Scale Data Analytics and Visualization with Python
2016-07-26Gap Probabilities for Zeroes of Stationary Gaussian Functions
2016-07-26Random Walks on Groups and the Kaimanovich-Vershik Conjecture for Lamplighter Groups
2016-07-26Sensing without Sensors
2016-07-26Optimal Falsifications for Cyber-Physical Systems using Trajectory Splicing
2016-07-26A Sensor Fusion Approach towards Gesture Recognition on the Wearable Ring Form Factor
2016-07-26Digital Traces in Online Places: Methods, Software, and Applications for Social Behavioral Research
2016-07-26Stabilizer: Statistically Sound Performance Evaluation
2016-07-26Revenue maximization and prophet inequalities
2016-07-26On the Number of Matroids



Tags:
microsoft research