Literature DB >> 33535513

Information and Communication Technologies to Support Early Screening of Autism Spectrum Disorder: A Systematic Review.

Lorenzo Desideri1, Patricia Pérez-Fuster2, Gerardo Herrera2.   

Abstract

 The aim of this systematic review is to identify recent digital technologies used to detect early signs of autism spectrum disorder (ASD) in preschool children (i.e., up to six years of age). A systematic literature search was performed for English language articles and conference papers indexed in Pubmed, PsycInfo, ERIC, CINAHL, WoS, IEEE, and ACM digital libraries up until January 2020. A follow-up search was conducted to cover the literature published until December 2020 for the usefulness and interest in this area of research during the Covid-19 emergency. In total, 2427 articles were initially retrieved from databases search. Additional 481 articles were retrieved from follow-up search. Finally, 28 articles met the inclusion criteria and were included in the review. The studies included involved four main interface modalities: Natural User Interface (e.g., eye trackers), PC or mobile, Wearable, and Robotics. Most of the papers included (n = 20) involved the use of Level 1 screening tools. Notwithstanding the variability of the solutions identified, psychometric information points to considering available technologies as promising supports in clinical practice to detect early sign of ASD in young children. Further research is needed to understand the acceptability and increase use rates of technology-based screenings in clinical settings.&nbsp.

Entities:  

Keywords:  autism spectrum disorder; information technology; primary care; screening

Year:  2021        PMID: 33535513      PMCID: PMC7912726          DOI: 10.3390/children8020093

Source DB:  PubMed          Journal:  Children (Basel)        ISSN: 2227-9067


  53 in total

1.  Development and Validation of Objective and Quantitative Eye Tracking-Based Measures of Autism Risk and Symptom Levels.

Authors:  Thomas W Frazier; Eric W Klingemier; Sumit Parikh; Leslie Speer; Mark S Strauss; Charis Eng; Antonio Y Hardan; Eric A Youngstrom
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2018-09-13       Impact factor: 8.829

2.  Improving Access to Care at Autism Treatment Centers: A System Analysis Approach.

Authors:  June Austin; Patricia Manning-Courtney; Meghan L Johnson; Rachel Weber; Heather Johnson; Donna Murray; Karen Ratliff-Schaub; Abbey Marquette Tadlock; Mark Murray
Journal:  Pediatrics       Date:  2016-02       Impact factor: 7.124

3.  An accessible and efficient autism screening method for behavioural data and predictive analyses.

Authors:  Fadi Thabtah
Journal:  Health Informatics J       Date:  2018-09-19       Impact factor: 2.681

4.  Early Intervention for Children With Autism Spectrum Disorder Under 3 Years of Age: Recommendations for Practice and Research.

Authors:  Lonnie Zwaigenbaum; Margaret L Bauman; Roula Choueiri; Connie Kasari; Alice Carter; Doreen Granpeesheh; Zoe Mailloux; Susanne Smith Roley; Sheldon Wagner; Deborah Fein; Karen Pierce; Timothy Buie; Patricia A Davis; Craig Newschaffer; Diana Robins; Amy Wetherby; Wendy L Stone; Nurit Yirmiya; Annette Estes; Robin L Hansen; James C McPartland; Marvin R Natowicz
Journal:  Pediatrics       Date:  2015-10       Impact factor: 7.124

5.  Use of Machine Learning to Identify Children with Autism and Their Motor Abnormalities.

Authors:  Alessandro Crippa; Christian Salvatore; Paolo Perego; Sara Forti; Maria Nobile; Massimo Molteni; Isabella Castiglioni
Journal:  J Autism Dev Disord       Date:  2015-07

6.  Behavioral manifestations of autism in the first year of life.

Authors:  Lonnie Zwaigenbaum; Susan Bryson; Tracey Rogers; Wendy Roberts; Jessica Brian; Peter Szatmari
Journal:  Int J Dev Neurosci       Date:  2005 Apr-May       Impact factor: 2.457

7.  Impact of a digital Modified Checklist for Autism in Toddlers-Revised on likelihood and age of autism diagnosis and referral for developmental evaluation.

Authors:  Samantha Major; Kathleen Campbell; Steven Espinosa; Jeffrey P Baker; Kimberly Lh Carpenter; Guillermo Sapiro; Saritha Vermeer; Geraldine Dawson
Journal:  Autism       Date:  2020-05-28

8.  Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study.

Authors:  Helen L Egger; Geraldine Dawson; Jordan Hashemi; Kimberly L H Carpenter; Steven Espinosa; Kathleen Campbell; Samuel Brotkin; Jana Schaich-Borg; Qiang Qiu; Mariano Tepper; Jeffrey P Baker; Richard A Bloomfield; Guillermo Sapiro
Journal:  NPJ Digit Med       Date:  2018-06-01

9.  Effect of a Computer-Based Decision Support Intervention on Autism Spectrum Disorder Screening in Pediatric Primary Care Clinics: A Cluster Randomized Clinical Trial.

Authors:  Stephen M Downs; Nerissa S Bauer; Chandan Saha; Susan Ofner; Aaron E Carroll
Journal:  JAMA Netw Open       Date:  2019-12-02

10.  Mobile detection of autism through machine learning on home video: A development and prospective validation study.

Authors:  Qandeel Tariq; Jena Daniels; Jessey Nicole Schwartz; Peter Washington; Haik Kalantarian; Dennis Paul Wall
Journal:  PLoS Med       Date:  2018-11-27       Impact factor: 11.069

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  3 in total

1.  The Value of Brain Imaging and Electrophysiological Testing for Early Screening of Autism Spectrum Disorder: A Systematic Review.

Authors:  Cullen Clairmont; Jiuju Wang; Samia Tariq; Hannah Tayla Sherman; Mingxuan Zhao; Xue-Jun Kong
Journal:  Front Neurosci       Date:  2022-02-03       Impact factor: 4.677

Review 2.  A systematic review of telehealth screening, assessment, and diagnosis of autism spectrum disorder.

Authors:  Liu Meimei; Ma Zenghui
Journal:  Child Adolesc Psychiatry Ment Health       Date:  2022-10-08       Impact factor: 7.494

3.  Psychometric Properties of the Strengths and Difficulties Questionnaire-Dysregulation Profile in Italian Early Adolescents.

Authors:  Valentina Levantini; Eleonora Cei; Gennarina Pirri; Pietro Muratori
Journal:  Children (Basel)       Date:  2021-12-03
  3 in total

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