Navigation Links
University of Minnesota researchers study the use of computer vision to diagnose mental disorders
Date:2/16/2011

A University of Minnesota research team was recently awarded two grants totaling more than $3 million from the National Science Foundation's Cyber-Enabled Discovery and MRI Programs to create robotic devices and computer vision algorithms that will assist with the early diagnosis of children at risk of developing disorders such as autism, attention deficit disorder (ADD) and obsessive compulsive disorder (OCD).

The team, led by computer science and engineering professor Nikolaos Papanikolopoulos in the University's College of Science and Engineering, is developing robotic instruments that could observe and automatically analyze abnormalities in children's movements and behaviors. Researchers have been using the Xbox Kinect to track the subjects, but in the future the technology could be expanded. By using novel robots, such as robot pets and robotic sandboxes, equipped with specialized detectors and software, the researchers will analyze the probability of abnormalities based on facial expressions and body positions.

"Researchers and scientists believe that psychiatric disorders display subtle physical abnormalities in childhood well before the onset of a full disorder," said Papanikolopoulos. "We believe that we can use new computational tools, including computer vision and robotics, with a unique new computer vision algorithm to observe and detect abnormalities in motor and emotion in children to automatically analyze them for abnormalities."

Traditionally, experts have conducted psychiatric assessments using a visual rating system after watching videos of the subjects' motor movements and facial emotional expressions. Those expert ratings are subjective, and are limited to the observer's particular expertise. In addition, the method is costly.

This cross-disciplinary research seeks to create a diagnostic instrument for mental disorders that combines the fields of computer vision/robotics and computer science with child psychology and psychiatry.

Using these new tools, the research team members hope to be able to create more effective tools for detecting at-risk children at an earlier age. Ultimately, they hope to create a diagnostic framework, including workshops and tutorials, as well as demonstrations to distribute their work and make it more widely available.


'/>"/>

Contact: Rhonda Zurn
rzurn@umn.edu
612-626-7959
University of Minnesota
Source:Eurekalert

Related medicine news :

1. University of Virginia Health System Medical Laboratories Selects Sunquest's Specimen Collection Solution
2. Akron Institute of Herzing University Launches Its First Bachelors Degree Programs to Prepare Students for Even Greater Success in Business, Health Care and IT
3. Most pandemic plans in Ontario hospitals have not been tested: Queens University study
4. San Diego State University and BIOCOM Institute Receive $4.95 Million Grant: The BRIDGE Project, Linking Education to Employment in San Diegos Life Sciences Industry
5. Smithsonian Institution, Arizona State University announce education and research partnership
6. Untreated poor vision in elderly linked to dementia, University of Michigan study shows
7. Giarmarco, Mullins & Horton, P.C. President Joseph F. Page to Speak at University of Michigan
8. Arizona State Universitys Decision Theater offers balance to an off-kilter world
9. Forest City Announces Joint Venture with Health Care REIT for University Park Life Science Properties
10. Herzing University Online Launches Master and Bachelor of Science Degrees in Nursing
11. Nurtur Acquires ActivHealth and Wellness by Choice; Gains Exclusive Partnership with Duke University Center for Living
Post Your Comments:
*Name:
*Comment:
*Email:
(Date:10/13/2017)... ... October 13, 2017 , ... ... ‘17, and Jennifer Huggins, PharmD ’17, along with clinical associate professor Janice ... of cardiovascular diseases during the 15th Annual Women’s Health Conference. The SIU ...
(Date:10/13/2017)... , ... October 13, 2017 , ... Ellevate Network, the ... business to advocate for action towards gender equality at their inaugural Summit in New ... the globe, and reached a social audience of over 3 million. To watch the ...
(Date:10/13/2017)... ... ... “The Journey: From the Mountains to the Mission Field”: the story of ... Philippines. “The Journey: From the Mountains to the Mission Field” is the creation of ... taught all ages and currently teaches a class of ladies at her church, which ...
(Date:10/12/2017)... Wis. (PRWEB) , ... October 12, 2017 , ... ... standard products to meet the demand of today’s consumer and regulatory authorities worldwide. ... of probiotic experts and tested to meet the highest standard. , These ...
(Date:10/12/2017)... ... October 12, 2017 , ... Dr. ... recently contributed a medical article to the newly revamped Cosmetic Town journal ... spotlights the hair transplant procedure known as Follicular Unit Extraction (FUE). ...
Breaking Medicine News(10 mins):
(Date:9/18/2017)... , Sept. 18, 2017 ... fields of bioinformatics and immune engineering, today ... protective avian influenza A (H7N9) vaccine. ... related to seasonal influenza and presents a ... on prior exposure to be effective. Using ...
(Date:9/12/2017)... and NEW YORK , Sept. 12, 2017 ... performance ratings for global supply chains, has published the first annual edition ... CSR performance of more than 20,400 companies evaluated by EcoVadis, based on ... 2015 and 2016. ... EcoVadis Global CSR Risk & Performance Index ...
(Date:9/12/2017)... SAN FRANCISCO , Sept. 12, 2017 /PRNewswire/ ... Lifecycle Management Solutions (VLMS), is pleased to announce ... as a member of its Board of Directors ... 2017. ValGenesis VLMS enables life science companies to ... eliminate the use of paper in this process. ...
Breaking Medicine Technology: