SynRec
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We have developed an AI-based technique to analyze EEG and fMRI data for diagnosing psychological disorders. Our sophisticated, cutting-edge technology enables psychologists to early diagnose some psychological disorders including Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD).Analyzing EEG and fMRI data, the technology exploits Deep Learning algorithms to seek for related neuromarkers representing ASD and ADHD. ASD can be diagnosed even in only three-month infants using EEG data. Now our technology achieved the goal by benefiting sophisticated algorithms and state-of-the-art AI-based approach to help psychologists and psychiatrists for early diagnosis of the aforementioned diseases. The importance of our work is that diagnosing the aforementioned diseases are mainly based on clinical inspection by psychologists. There are several limitations with the method. As an example, the diagnosis could be biased by the psychologist. On the other hand, this method could not be applied on the children under 4 years. Thereby, a distinctive approach is needed to investigate the possibility of the existence of disorders especially in infants and children under 4 years. Early diagnosis of psychological disorders such as ASD and ADHD could be crucial and decisive for parents and children with the diseases. That is, earlier the disease is diagnosed, more efficient the treatment is.
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