A group of Human-Technology Institute University Polytecical Valencia (ubi)In conjunction with Red Senit, Autism has created a new initial detection system in autism spectrum disorder (te) in children aged 3 to 7 years Virtual truth (VR) and with the help of artificial intelligence (AI).
System, called T-i. Results have been published in the ‘Expert Systems’ magazine with ‘applications’.
Group of human technology Analyzed children’s movements When implementing many tasks in virtual reality to determine which artificial intelligence technique is most appropriate to identify tea.
“The use of virtual reality allows you to use identifiable environments that make realistic and real answers, which follows the way children get in touch with everyday. It refers to a Significant progress relating to laboratory testsThe answers are usually artificial. With virtual reality, we can read the most real reactions and understand the sign of autism, ”says Mariano Alcassis, director of UPV Human Technology Institute.
The virtual system consists of a plan on the walls of a room or on a large shape screen, Simulated environment The image of the child is integrated when performing many tasks, and its movements are captured by a camera that analyzes its movements.
“This method is Standards the diagnosis Autocratist By analysis of behavior, motor activity and direction of appearance. Our computer requires only a large screen and a type of camera, which is already sold in the market and is cheaper than the usual test system. There is no doubt that this can be added to any initial maintenance space, which will help you access the diagnosis, ”says Mariano Alcassis.
On the other hand, according to the researcher Alberto Altosano, who created the AI model with Professor Javier Maran, the UP group compared the traditional AI techniques of traditional AI techniques with an innovative deep learning model.
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“The new proposed model is capable of identifying the AST with greater accuracy and a large number of VR experience,” says Aldosano. Once you automatically process the child’s movements during virtual experience, the system establishes a diagnosis, according to those who are responsible for the study. Improves both accuracy and performance Regular techniques.
The Center for Industrial Technology Development (CTDI) of the Ministry of Science, Innovation and University has funded the T-Eye Project.
In the last eight years, the UPV has worked to improve the Human Technology Institute Group Early diagnosis Dell Tea cooperates with the Cognitive Development Center Senit, creating and checking the semi -Mercury system.
Within this structure, the researcher Elionora Minis recently presented his doctorate, in which not only the virtual reality system, but also by the Autistic Boys and the girls studied, but also compared to The performance of various biomarks Measured during virtual experience.
His research emphasizes the increasing interest in the maintenance of socio-exhibition in tea Different motor forms They have received less diagnostic attention. The researcher concludes that “the simplicity of collecting this data and its high efficiency for detecting autism makes motor function as a trusted biomarker.”
In addition, the latest results of the Human Technology Institute Committee can change the new AI and training to analyze the movements of AST patients in other tasks. “It is Open the doors for future studies of motor symptoms What is the motor characteristics of autistic children when reading, for example, walking or talking, ”says Mariano Alcassis.
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