Enhancing ASD detection accuracy: a combined approach of machine learning and deep learning models with natural language processing

Purpose: Our study explored the use of artificial intelligence (AI) to diagnose autism spectrum disorder (ASD). It focused on machine learning (ML) and deep learning (DL) to detect ASD from text inputs on social media, addressing challenges in traditional ASD diagnosis. Methods: We used natural lang...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Rubio-Martín, Sergio, García-Ordás, María Teresa, Bayón-Gutiérrez, Martín, Prieto-Fernández, Natalia, Benítez-Andrades, José Alberto
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial intelligence Autism Computer Science - Computation and Language Computer Science - Learning Decision analysis Decision trees Deep learning Diagnosis Machine learning Natural language processing
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!