Using Machine Learning to Explain Paraphasias in Narratives of People With Aphasia.

Purpose: This study examines how personal, clinical, and word-level features explain paraphasias when using machine learning--based error analysis on the narratives of people with aphasia (PWA). Method: We used AphasiaBank as the source of narrative transcript data for 236 PWA. We tested machine lea...

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Bibliographic Details
Published in:Perspectives of the ASHA Special Interest Groups Vol. 10; no. 2; pp. 451 - 463
Main Authors: Zavaleta, Rosa, Brue, Jacob, Sen, Sandip, Wilson, Laura
Format: research tables/charts Journal Article
Published: American Speech-Language-Hearing Association Apr2025
Online Access:View this record in EBSCOhost