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Autism Spectrum Disorder

Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
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Related Experiment Video

Updated: Dec 5, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

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An Autoencoder-Based Deep Learning Classifier for Efficient Diagnosis of Autism.

Harshini Sewani¹, Rasha Kashef¹

¹Department of Electrical, Computer, and Biomedical Engineering, Ryerson University, Toronto, ON M5B 2K3, Canada.

Children (Basel, Switzerland)

|October 17, 2020

Summary

This study introduces a deep learning model for diagnosing autism spectrum disorder (ASD) in children using brain imaging. The novel approach achieved 84.05% accuracy, improving diagnostic capabilities.

Failed At:

2026-06-19T13:38:45.930222+00:00

Keywords:

autism autoencoder convolution neural network diagnosis machine learning

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