Video-Based Facial Movement Analysis in the Assessment of Bulbar Amyotrophic Lateral Sclerosis: Clinical Validation.

Purpose: Facial movement analysis during facial gestures and speech provides clinically useful information for assessing bulbar amyotrophic lateral sclerosis (ALS). However, current kinematic methods have limited clinical application due to the equipment costs. Recent advancements in consumer-grade...

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Bibliographic Details
Published in:	Journal of Speech, Language & Hearing Research Vol. 65; no. 12; pp. 4667 - 4679
Main Authors:	Guarin, Diego L., Taati, Babak, Abrahao, Agessandro, Zinman, Lorne, Yunusova, Yana
Format:	Article
Published:	American Speech-Language-Hearing Association Dec2022
Subjects:	Human research subjects Self-evaluation Facial expression Informed consent (Medical law) Deep learning Relative medical risk Progressive bulbar palsy Machine learning T-test (Statistics) Amyotrophic lateral sclerosis Descriptive statistics Research funding Statistical sampling Kinematics Video recording Algorithms Probability theory
Online Access:	View this record in EBSCOhost