Technologies to support the diagnosis and/or treatment of neurodevelopmental disorders: A systematic review

被引:15
|
作者
Ribas, Marzena Oliveira [1 ]
Micai, Martina [1 ]
Caruso, Angela [1 ]
Fulceri, Francesca [1 ]
Fazio, Maria [2 ]
Scattoni, Maria Luisa [1 ]
机构
[1] Ist Super Sanita, Res Coordinat & Support Serv, Viale Regina Elena 299, I-00161 Rome, Italy
[2] Univ Messina, Dept Math Comp Sci Phys & Earth Sci MIFT, Viale F Stagno Alcontres 31, I-98166 Messina, Italy
来源
关键词
Technology-based diagnosis; Technology-supported treatment; Neurodevelopmental Disorders; Machine learning; Autism Spectrum Disorder; Attention-Deficit Hyperactivity Disorder; AUTISM SPECTRUM DISORDER; ATTENTION-DEFICIT/HYPERACTIVITY DISORDER; TRANSCRANIAL MAGNETIC STIMULATION; FUNCTIONAL CONNECTIVITY; POTENTIAL USE; CHILDREN; NEUROFEEDBACK; CLASSIFICATION; ADOLESCENTS; PEOPLE;
D O I
10.1016/j.neubiorev.2022.105021
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
In recent years, there has been a great interest in utilizing technology in mental health research. The rapid technological development has encouraged researchers to apply technology as a part of a diagnostic process or treatment of Neurodevelopmental Disorders (NDDs). With the large number of studies being published comes an urgent need to inform clinicians and researchers about the latest advances in this field. Here, we methodically explore and summarize findings from studies published between August 2019 and February 2022. A search strategy led to the identification of 4108 records from PubMed and APA PsycInfo databases. 221 quantitative studies were included, covering a wide range of technologies used for diagnosis and/or treatment of NDDs, with the biggest focus on Autism Spectrum Disorder (ASD). The most popular technologies included machine learning, functional magnetic resonance imaging, electroencephalogram, magnetic resonance imaging, and neurofeed-back. The results of the review indicate that technology-based diagnosis and intervention for NDD population is promising. However, given a high risk of bias of many studies, more high-quality research is needed.
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页数:15
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