AIMC Topic: Language Disorders
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Early Identification of Language Disorders Using Natural Language Processing and Machine Learning: Challenges and Emerging Approaches.
Journal of speech, language, and hearing research : JSLHR
Jan 9, 2025
PURPOSE: Recent advances in artificial intelligence provide opportunities to capture and represent complex features of human language in a more automated manner, offering potential means of improving the efficiency of language assessment. This review...
Evaluating atypical language in autism using automated language measures.
Scientific reports
May 26, 2021
Measurement of language atypicalities in Autism Spectrum Disorder (ASD) is cumbersome and costly. Better language outcome measures are needed. Using language transcripts, we generated Automated Language Measures (ALMs) and tested their validity. 169 ...
Language Disorders
Diagnosis, Differential
Natural Language Processing
Language Tests
Attention Deficit Disorder with Hyperactivity
Magnetic Resonance Imaging
Models, Neurological
Logistic Models
Humans
Severity of Illness Index
Functional Neuroimaging
Adolescent
Child
Female
Male
Autism Spectrum Disorder
Deep reasoning neural network analysis to predict language deficits from psychometry-driven DWI connectome of young children with persistent language concerns.
Human brain mapping
May 5, 2021
This study investigated whether current state-of-the-art deep reasoning network analysis on psychometry-driven diffusion tractography connectome can accurately predict expressive and receptive language scores in a cohort of young children with persis...
A systematic literature review of automatic Alzheimer's disease detection from speech and language.
Journal of the American Medical Informatics Association : JAMIA
Nov 1, 2020
OBJECTIVE: In recent years numerous studies have achieved promising results in Alzheimer's Disease (AD) detection using automatic language processing. We systematically review these articles to understand the effectiveness of this approach, identify ...
Chat-Bots for People with Parkinson's Disease: Science Fiction or Reality?
Studies in health technology and informatics
Jan 1, 2015
People with Parkinson's disease are known to have difficulties in language and communication. This paper proposes the use of an artificial conversational agent, commonly known as a chat-bot that runs on a smart-phone device and performs two-way conve...
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