Autism Detection from Brain Signals: South Asia Perspective
نویسندگان
چکیده
Autism Spectrum Disorder (ASD), simply autism, is a complex neurodevelopmental disorder that leads to serious social, communication, and behavioral challenges. The impact of ASD on the family, general well-being, society, economy becoming increasingly important due its high prevalence extensive range clinical treatments required for affected children. Early detection because it could help improve access intervention measures may developmental outcomes. exposes critical issue developing countries, especially in South Asian countries. In Asia region, few institutes are available capital or big metropolitan cities diagnosing ASD. Generally, diagnosed through some conventional methods (e.g., screening). As condition, can be detected brain signals. On account easy operation maintain low-risk factors, only noninvasive neuroimaging methods, such as electroencephalography (EEG) considered measure child's neural behaviors classifying Machine learning used with EEG signals subjects different studies than methods. main concern this study provide guidelines machine learning-based automatic which might prospectus Through advanced system, people from all areas country will get proper diagnosis treatment facilities. Therefore, timely approach employing (especially signals) effective techniques Journal Engineering Science 13(2), 2022, 69-81
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ژورنال
عنوان ژورنال: Journal of engineering science
سال: 2023
ISSN: ['2587-3474', '2587-3482']
DOI: https://doi.org/10.3329/jes.v13i2.63727