07-10, 11:30–12:00 (Europe/Amsterdam), While Loop (4.2)
Julia-Powered Computerized Cognitive Rehabilitation for Children
Cognitive Rehabilitation Therapy refers to set of treatments that help improve a child’s ability to think after a brain injury or illness that affects the brain that aim to improve a child's ability to perform a certain cognitive tasks by retraining previously learned skills and teaching compensatory strategies after overcoming a certain Brain injury or disability.
As it is important , many Children suffer from brain disabilities and after getting over it , are getting difficulty in performing their cognitive functions in their Schools or any of the environment they are present into. Which would surely affect their lives.
The purpose of this study was to understand Children are not able to perform their cognitive functions like Attention, Memory, Language, Social Recognition, Perception & Thinking using Julia Packages.
For the above study we need data from various sources. This data includes child’s memory dataset , Attention span datasets, Language skills datasets, IQ level test dataset, problem-solving datasets etc . We had collected data from various sources and implemented using Julia Packages such as DataFrames.jl which will tabulate our data, MLJ.jl to make predictions on our data and PyPlot.jl to plot the results and the other metrics.
OUTLINE:
Introduction to Cognitive Rehabilitation (2minutes)
Importance of Cognitive Functions in Children (2minutes)
Julia for Cognitive analytics (2minutes)
Approaches and models for Cognitive Rehabilitation(7minutes)
Demonstrating a basic forecasting model (5minutes)
Results and Discussions (5minutes)
Conclusion (2minutes)
Question and Answer (5minutes)
I am Aditi Raviraj Burse
I am Radhika Bhangi