[1] American Psychiatric Association. Diagnostic and statistical manual of mental disorders:DSM-5[M].5th ed. Washing DC: American Psychiatric Public Inc, 2013:53-59.
[2] Zeidan J, Fombonne E, Scorah J, et al. Global prevalence of autism: A systematic review update[J]. Autism Res, 2022, 15(5): 778-790.
[3] Chen YH, Zhou ZR, Cao M, et al. Extended reality (XR) and telehealth interventions for children or adolescents with autism spectrum disorder: Systematic review of qualitative and quantitative studies[J]. Neurosci Biobehav R, 2022, 138.
[4] Zhang L, Weitlauf AS, Amat AZ, et al. Assessing social communication and collaboration in autism spectrum disorder using intelligent collaborative virtual environments[J]. J Autism Dev Disord, 2020, 50(1): 199-211.
[5] Krishnappa Babu PR, Lahiri U. Classification approach for understanding implications of emotions using eye-gaze[J]. J Amb Intell Hum Comput, 2020, 11(7): 2701-2713.
[6] Alcañiz Raya M, Marín-Morales J, Minissi ME, et al. Machine learning and virtual reality on body movements' behaviors to classify children with autism spectrum disorder[J]. J Clin Med, 2020, 9(5):1260.
[7] Hyman SL, Levy SE, Myers SM. Identification, evaluation, and management of children with autism spectrum disorder[J]. Pediatrics, 2020, 145(1):e20193447.
[8] Alcañiz Raya M, Chicchi Giglioli IA, Marín-Morales J, et al. Application of supervised machine learning for behavioral biomarkers of autism spectrum disorder based on electrodermal activity and virtual reality[J]. Front Hum Neurosci, 2020, 14: 90.
[9] Alcañiz M, Chicchi Giglioli IA, Chicchi Giglioli LA, et al. Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis[J]. Autism Res,2022,15(1):131-145.
[10] Lin Y, Gu Y, Xu Y, et al. Autistic spectrum traits detection and early screening: A machine learning based eye movement study[J]. J Child Adolesc Psychiatr Nurs, 2022, 35(1): 83-92.
[11] Zhao H, Swanson AR, Weitlauf AS, et al. Hand-in-hand: A communication-enhancement collaborative virtual reality system for promoting social interaction in children with autism spectrum disorders[J]. IEEE Trans Hum Mach Syst, 2018, 48(2): 136-148.
[12] Lee SAS. Virtual speech-language therapy for individuals with communication disorders: Current evidence, limitations, and benefits[J]. Curr Dev Disord Rep, 2019, 6(3): 119-125.
[13] Zhao J, Zhang GX, Lu Y et al. Virtual reality technology enhances the cognitive and social communication of children with autism spectrum disorder[J]. Front Public Health, 2022, 10: 1029392.
[14] Herrero JF, Lorenzo G. An immersive virtual reality educational intervention on people with autism spectrum disorders (ASD) for the development of communication skills and problem solving[J]. Educ Inf Technol, 2020, 25(3): 1689-1722.
[15] Frolli A, Savarese G, Di Carmine F, et al. Children on the autism spectrum and the use of virtual reality for supporting social skills[J]. Children (Basel), 2022, 9(2):181.
[16] Antão J, de Abreu LC, Barbosa RTD, et al. Use of augmented reality with a motion-controlled game utilizing alphabet letters and numbers to improve performance and reaction time skills for people with autism spectrum disorder[J]. Cyberpsychol Behav Soc Netw, 2020, 23(1): 16-22.
[17] De Luca R, Naro A, Colucci PV, et al. Improvement of brain functional connectivity in autism spectrum disorder: An exploratory study on the potential use of virtual reality[J]. J Neural Transm, 2021, 128(3): 371-380.
[18] Amat AZ, Zhao H, Swanson A, et al. Design of an interactive virtual reality system, InViRS, for joint attention practice in autistic children[J]. IEEE T Neur Sys Reh Engineering, 2021, 29: 1866-1876.
[19] Smith HMJ, Pinto RM, Dawalt L, et al. Using community-engaged methods to adapt virtual reality job-interview training for transition-age youth on the autism spectrum[J]. Res Autism Spect Dis, 2020, 71:101498.
[20] Miller RIT, Wiederhold BK, Miller CS, et al. Virtual reality air travel training with children on the autism spectrum: A preliminary report[J]. Cyberpsychol Behav Soc Netw, 2020, 23(1): 10-15.
[21] Dechsling A, Orm S, Kalandadze T, et al. Virtual and augmented reality in social skills interventions for individuals with autism spectrum disorder: A scoping review[J]. J Autism Dev Disord, 2022, 52(11): 4692-4707.
[22] Valencia K, Rusu C, Quinones D, et al. The impact of technology on people with autism spectrum disorder: A systematic literature review[J]. Sensors, 2019, 19(20):4485.
[23] Maskey M, Rodgers J, Grahame V, et al. A randomised controlled feasibility trial of immersive virtual reality treatment with cognitive behaviour therapy for specific phobias in young people with autism spectrum disorder[J]. J Autism Dev Disord, 2019, 49(5): 1912-1927.
[24] Bossenbroek R, Wols A, Weerdmeester J, et al. Efficacy of a virtual reality biofeedback game (DEEP) to reduce anxiety and disruptive classroom behavior: Single-case study[J]. JMIR Ment Health, 2020, 7(3): e16066.
[25] Mesa-Gresa P, Gil-Gomez H, Lozano-Quilis JA, et al. Effectiveness of virtual reality for children and adolescents with autism spectrum disorder: An evidence-based systematic review[J]. Sensors, 2018, 18(8):2486.
[26] Malihi M, Nguyen J, Cardy RE, et al. Data-driven discovery of predictors of virtual reality safety and sense of presence for children with autism spectrum disorder: A pilot study[J]. Front Psychiatry, 2020, 11:669. |
