APPROACHES TO ARTIFICIAL INTELLIGENCE IN THE CONTEXT OF AUTISTIC SPECTRUM DISORDER
DOI:
https://doi.org/10.31510/infa.v19i2.1493Keywords:
artificial intelligence, machine learning, autismAbstract
Seeking to analyze and understand the types of artificial intelligence approaches in the context of autism spectrum disorder, the present research was designed to gather and understand how other researchers around the world apply technology in their work and with this it will be possible to answer relevant questions about the use of AI related to autism and how it can be valuable for this branch of healthcare, as well as understanding how devices are being developed and tested in patients, how promising and assertive these devices are and what are the main challenges encountered along the way . This study used the systematic mapping of the literature as a research methodology. The results found through the analysis of the selected works supported relevant conclusions about the questions mentioned above, one of them being the fact that the use of devices based on artificial intelligence obtained motivating results, being able to optimize the communication between student and teacher, as well as to quickly and accurately detect the presence or absence of autism spectrum disorder in patients who participated in clinical trials, thus enabling early intervention and treatment.
Downloads
Metrics
References
ALQAYSI, M. E.; ALBAHRI, A. S.; HAMID, Rula A. Diagnosis-Based Hybridization of Multimedical Tests and Sociodemographic Characteristics of Autism Spectrum Disorder Using Artificial Intelligence and Machine Learning Techniques: A Systematic Review. International Journal of Telemedicine and Applications, v. 2022, 2022. Disponível em: <https://www.hindawi.com/journals/ijta/2022/3551528/>. Acesso em: 12 Set 2022. DOI: https://doi.org/10.1155/2022/3551528
BRANDÃO, Pedro. Alan Turing: da necessidade do cálculo, a máquina de Turing até à computação. Revista de Ciências da Computação, p. 73-88, 2017. Disponível em: <https://repositorioaberto.uab.pt/bitstream/10400.2/7683/1/8-Texto%20Artigo-14-1-10-20180311.pdf>. Acesso em: 20 Set 2022.
BROWN, Kristen V. Cientistas agora estão usando inteligência artificial para prever autismo em bebês. 7 jun. 2017. Disponível em: <https://gizmodo.uol.com.br/inteligencia-artificial-diagnostico-autismo-bebes/>. Acesso em: 23 Set 2022.
CHEN, Tao et al. The development of a practical artificial intelligence tool for diagnosing and evaluating autism spectrum disorder: multicenter study. JMIR medical informatics, v. 8, n. 5, p. e15767, 2020. Disponível em: <https://medinform.jmir.org/2020/5/e15767/>. Acesso em: 12 Set 2022. DOI: https://doi.org/10.2196/15767
DERMEVAL, Diego; COELHO, Jorge A. P. de M.; BITTENCOURT, Ig I. Mapeamento Sistemático e Revisão Sistemática da Literatura em Informática na Educação. In: JAQUES, Patrícia Augustin; SIQUEIRA; Sean; BITTENCOURT, Ig; PIMENTEL, Mariano. (Org.) Metodologia de Pesquisa Científica em Informática na Educação: Abordagem Quantitativa. Porto Alegre: SBC, 2020. (Série Metodologia de Pesquisa em Informática na Educação, v. 2) Disponível em: <https://metodologia.ceie-br.org/livro-2>. Acesso em: 20 Set 2022.
DRG Brasil. Inteligência artificial na saúde e machine learning: um panorama de oportunidades médicas. 6 dez. 2021. Disponível em: <https://www.drgbrasil.com.br/ valoremsaude/inteligencia-artificial-na-saude/>. Acesso em: 23 Set 2022.
GOMES, D. dos S. Inteligência Artificial: conceitos e aplicações. Olhar Científico. v1, n. 2, p. 234-246, 2010. Disponível em: <https://bityli.com/BfhFelH>. Acesso em: 19 Set 2022.
KITCHENHAM, B. Procedures for Performing Systematic Reviews, Technical Report. Departament of Computer Science Keele University. Keele. 2004. Disponível em: <https://www.inf.ufsc.br/~aldo.vw/kitchenham.pdf>. Acesso em: 20 Set 2022.
LAMPOS, Vasileios; MINTZ, Joseph; QU, Xiao. An artificial intelligence approach for selecting effective teacher communication strategies in autism education. npj Science of Learning, v. 6, n. 1, p. 1-10, 2021. Disponível em: <https://www.nature.com/articles/s41539-021-00102-x>. Acesso em: 11 Set 2022. DOI: https://doi.org/10.1038/s41539-021-00102-x
MEGERIAN, Jonathan T. et al. Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder. NPJ digital medicine, v. 5, n. 1, p. 1-11, 2022. Disponível em: <https://www.nature.com/articles/s41746-022-00598-6>. Acesso em: 11 Set 2022. DOI: https://doi.org/10.1038/s41746-022-00598-6
NEUMANN, Débora Martins Consteila et al. Avaliação neuropsicológica do transtorno do espectro autista. Psicologia. pt, 2017. Disponível em: <https://www.psicologia.pt/artigos/textos
/A1087.pdf>. Acesso em: 20 Set 2022.
SONG, Da-Yea et al. The use of artificial intelligence in screening and diagnosis of autism spectrum disorder: a literature review. Journal of the Korean Academy of Child and Adolescent Psychiatry, v. 30, n. 4, p. 145, 2019. Disponível em: <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298904/>. Acesso em: 25 Set 2022. DOI: https://doi.org/10.5765/jkacap.190027
TISMOO. O que é autismo ou Transtorno do Espectro do Autismo (TEA)?. [S. l.], 20 ago. 2018. Disponível em: <https://tismoo.us/saude/o-que-e-autismo-ou-transtorno-do-espectro-do-autismo-tea/>. Acesso em: 20 Set 2022.
TOSCANO, Wagner. Inteligência Artificial Introdução. 2009. Disponível em: <https://www.researchgate.net/profile/Wagner-Toscano-2/publication/266369213_Inteligencia_Artificial_Introducao/links/59280ad9458515e3d46526b7/Inteligencia-Artificial-Introducao.pdf>. Acesso em: 19 Set 2022.
WORLD HEALTH ORGANIZATION. Autism spectrum disorders. [S. l.], 1 jun. 2021. Disponível em: <https://www.who.int/news-room/fact-sheets/detail/autism-spectrum-disorders>. Acesso em: 20 Set 2022.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Revista Interface Tecnológica
This work is licensed under a Creative Commons Attribution 4.0 International License.
Os direitos autorais dos artigos publicados pertencem à revista Interface Tecnológica e seguem o padrão Creative Commons (CC BY 4.0), que permite o remixe, adaptação e criação de obras derivadas do original, mesmo para fins comerciais. As novas obras devem conter menção ao(s) autor(es) nos créditos.
- Abstract 839
- PDF (Português (Brasil)) 496