IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Research Investigation and Analysis on Behavioral Analytics, Neuro Imaging, and Pervasive Sensory Algorithms and Techniques for Autism Diagnosis

Research Investigation and Analysis on Behavioral Analytics, Neuro Imaging, and Pervasive Sensory Algorithms and Techniques for Autism Diagnosis
View Sample PDF
Author(s): Sasikala R. (VIT University, India) and Sureshkumar N. (VIT University, India)
Copyright: 2019
Pages: 14
Source title: Intelligent Systems for Healthcare Management and Delivery
Source Author(s)/Editor(s): Nardjes Bouchemal (University Center of Mila, Algeria)
DOI: 10.4018/978-1-5225-7071-4.ch009

Purchase


Abstract

Interdisciplinary research on autism diagnosis and training for the autistic children are current requirements. Behavioral analytics are the techniques followed by pediatricians for identifying ASD in children. However, the techniques successfully accepted by the pediatricians worldwide would be useful for the parents and pediatricians only for the elementary school-aged children, and the system is not helping for early diagnose among children of age 2. Machine learning, image processing, and pervasive techniques are trending for early diagnosis of ASD. Hence, the chapter has done a research-based survey and detailed analysis on behavioral analytics algorithms, neuro imaging, and eye tracking techniques for early diagnosis. The behavioral analytics survey mainly focuses on social and meta-cognitive skills, and the input dataset has been taken from parents, trainers, teachers, and peer groups. The chapter also identifies that computing technologies with neuro-imaging and pervasive techniques are better than the behavioral skill analysis for early diagnosis.

Related Content

Evolution of Digital Technologies and Use of Virtual Assistants in Drug Development
Manu Venugopal. © 2019. 20 pages.
View Details View Details PDF Full Text View Sample PDF
Development of Human Speech Signal-Based Intelligent Human-Computer Interface for Driving a Wheelchair in Enhancing the Quality-of-Life of the Persons
Uvanesh Kasiviswanathan, Abhishek Kushwaha, Shiru Sharma. © 2019. 40 pages.
View Details View Details PDF Full Text View Sample PDF
An Ambient Multi-Agent System for Healthcare Monitoring of Patients With Chronic Diseases
Imane Boussebough, Issam Eddine Chaib, Billel Boudjit. © 2019. 11 pages.
View Details View Details PDF Full Text View Sample PDF
Healthcare Big Data: A Comprehensive Overview
Pijush Kanti Dutta Pramanik, Saurabh Pal, Moutan Mukhopadhyay. © 2019. 29 pages.
View Details View Details PDF Full Text View Sample PDF
Deep Learning and Medical Imaging
Nourhan Mohamed Zayed, Heba A. Elnemr. © 2019. 47 pages.
View Details View Details PDF Full Text View Sample PDF
Medi-Rings for Senior Citizens: Distributed EMR System
Siva Sankar Yellampalli, N. Ravi Kiran, Ishwar Malapur. © 2019. 26 pages.
View Details View Details PDF Full Text View Sample PDF
Edge Detection on Light Field Images: Evaluation of Retinal Blood Vessels Detection on a Simulated Light Field Fundus Photography
Yessaadi Sabrina, Laskri Mohamed Tayeb. © 2019. 24 pages.
View Details View Details PDF Full Text View Sample PDF
Body Bottom