Detecting Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Using Multimodal Time-Frequency Analysis with Machine Learning Using the Electroretinogram from Two Flash Strengths

CONCLUSION: The ERG to the stronger flash strength provided better separation and the high frequency dynamics (80-300 Hz) were more informative features than lower frequency components. To further improve classification a greater number of different flash strengths may be required along with a discrimination comparison to participants who meet both ASD and ADHD classifications and carry both diagnoses.PMID:38393437 | DOI:10.1007/s10803-024-06290-w

Source: Journal of Autism and Developmental Disorders - February 23, 2024 Category: Psychiatry Authors: Sultan Mohammad Manjur Luis Roberto Mercado Diaz Irene O Lee David H Skuse Dorothy A Thompson Fernando Marmolejos-Ramos Paul A Constable Hugo F Posada-Quintero Source Type: research