CONCLUSION: These findings demonstrate the ability to detect not only peer problems characteristic of ASD but also hyperactivity/inattention characteristic of ADHD longitudinally, which it might be related to the comorbidity of ASD and ADHD. This preliminary study highlights the potential for neurodevelopmental screening; however, further research is needed to validate the accuracy of these methods.