Artificial intelligence and internet of things in screening and management of autism spectrum disorder

被引:34
|
作者
Ghosh, Tapotosh [1 ]
Al Banna, Md. Hasan [1 ]
Rahman, Md. Sazzadur [2 ]
Kaiser, M. Shamim [2 ]
Mahmud, Mufti [3 ]
Hosen, A. S. M. Sanwar [4 ]
Cho, Gi Hwan [4 ]
机构
[1] Bangladesh Univ Profess, Dept Informat & Commun Technol, Dhaka 1216, Bangladesh
[2] Jahangirnagar Univ, Inst Informat Technol, Dhaka 1342, Bangladesh
[3] Nottingham Trent Univ, Dept Comp Sci, Nottingham NG11 8NS, England
[4] Jeonbuk Natl Univ, Div Comp Sci & Engn, Jeonju 54896, South Korea
关键词
Autism; Smart city; Machine learning; Internet of things; Artificial intelligence; Monitoring; PATTERN-RECOGNITION; LOGISTIC-REGRESSION; LEARNING APPROACH; NEURAL-NETWORK; MACHINE; CLASSIFICATION; SYSTEM; ARCHITECTURE; CHILDREN; SKILLS;
D O I
10.1016/j.scs.2021.103189
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Autism is a disability that obstructs the process of a person's development. Autistic individuals find it extremely difficult to cope with the world's pace, can not communicate properly, and unable to express their feelings appropriately. Artificial Intelligence (AI), Machine Learning (ML), and Internet of Things (IoT) are used in several medical applications, and autistic individuals can be assisted using the proper use of automated systems. In this paper, some of the research works in the field of application of AI, ML, and IoT in autism were reviewed. State-of-the-art articles were collected and around 58 articles were selected which have significant contribution in this field. The selected research works were analyzed, represented, and compared. Finally, incorporation of the autism facilities in smart city environment is described, some research gaps and challenges were pointed out, and recommendations were provided for further research work.
引用
收藏
页数:23
相关论文
共 50 条
  • [31] Artificial Intelligence-Based Detection of Autism Spectrum Disorder Using Linguistic Features
    Li, Juliana
    2024 IEEE 3RD INTERNATIONAL CONFERENCE ON COMPUTING AND MACHINE INTELLIGENCE, ICMI 2024, 2024,
  • [32] Contributions of Artificial Intelligence to Analysis of Gut Microbiota in Autism Spectrum Disorder: A Systematic Review
    Climent-Perez, Pau
    Martinez-Gonzalez, Agustin Ernesto
    Andreo-Martinez, Pedro
    CHILDREN-BASEL, 2024, 11 (08):
  • [33] Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder
    Jonathan T. Megerian
    Sangeeta Dey
    Raun D. Melmed
    Daniel L. Coury
    Marc Lerner
    Christopher J. Nicholls
    Kristin Sohl
    Rambod Rouhbakhsh
    Anandhi Narasimhan
    Jonathan Romain
    Sailaja Golla
    Safiullah Shareef
    Andrey Ostrovsky
    Jennifer Shannon
    Colleen Kraft
    Stuart Liu-Mayo
    Halim Abbas
    Diana E. Gal-Szabo
    Dennis P. Wall
    Sharief Taraman
    npj Digital Medicine, 5
  • [34] Evaluation of an artificial intelligence-based medical device for diagnosis of autism spectrum disorder
    Megerian, Jonathan T.
    Dey, Sangeeta
    Melmed, Raun D.
    Coury, Daniel L.
    Lerner, Marc
    Nicholls, Christopher J.
    Sohl, Kristin
    Rouhbakhsh, Rambod
    Narasimhan, Anandhi
    Romain, Jonathan
    Golla, Sailaja
    Shareef, Safiullah
    Ostrovsky, Andrey
    Shannon, Jennifer
    Kraft, Colleen
    Liu-Mayo, Stuart
    Abbas, Halim
    Gal-Szabo, Diana E.
    Wall, Dennis P.
    Taraman, Sharief
    NPJ DIGITAL MEDICINE, 2022, 5 (01)
  • [35] Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder
    Mahmud, Mufti
    Kaiser, M. Shamim
    Rahman, Muhammad Arifur
    Wadhera, Tanu
    Brown, David J.
    Shopland, Nicholas
    Burton, Andrew
    Hughes-Roberts, Thomas
    Al Mamun, Shamim
    Ieracitano, Cosimo
    Tania, Marzia Hoque
    Moni, Mohammad Ali
    Islam, Mohammed Shariful
    Ray, Kanad
    Hossain, M. Shahadat
    UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION: USER AND CONTEXT DIVERSITY, UAHCI 2022, PT II, 2022, 13309 : 356 - 370
  • [36] Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey
    Kok, Ibrahim
    Okay, Feyza Yildirim
    Muyanli, Ozgecan
    Ozdemir, Suat
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (16) : 14764 - 14779
  • [37] Internet of Things and artificial intelligence enable energy efficiency
    Claudio Tomazzoli
    Simone Scannapieco
    Matteo Cristani
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 : 4933 - 4954
  • [38] Smart Cities in the Era of Artificial Intelligence and Internet of Things
    Ben Rjab, Amal
    Mellouli, Sehl
    PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE ON DIGITAL GOVERNMENT RESEARCH (DGO 2018): GOVERNANCE IN THE DATA AGE, 2018, : 688 - 697
  • [39] Explainable Artificial Intelligence in Internet-of-Medical Things
    Djenouri, Youcef
    Hasan, Mohammad Kamrul
    Jhaveri, Rutvij H.
    Recent Advances in Computer Science and Communications, 2024, 17 (04)
  • [40] Survey of Secure Communications of Internet of Things with Artificial Intelligence
    Ji B.
    Liu Y.
    Xing L.
    Li C.
    Zhang G.
    Han C.
    Wen H.
    Mumtaz S.
    IEEE Internet of Things Magazine, 2022, 5 (03): : 92 - 99