"Non-Invasive Autism Detection Using MLP Neural Network"
收藏DataCite Commons2025-08-14 更新2026-05-03 收录
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https://ieee-dataport.org/documents/non-invasive-autism-detection-using-mlp-neural-network
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资源简介：
"Early detection of Autism Spectrum Disorder (ASD) is essential for timely intervention. This study presents a non-invasive autism detection system using a Multi-Layer Perceptron (MLP) neural network. Physiological and behavioral data are preprocessed and encoded to provide high-quality inputs for the model. The system achieves high accuracy and robust generalization, as validated by train-test evaluation, confusion matrix, and ROC analysis. The proposed approach demonstrates the potential of machine learning for effective, non-invasive autism screening, offering a practical tool for clinicians and caregivers."
提供机构：
IEEE DataPort
创建时间：
2025-08-14
