A review of and roadmap for data science and machine learning for the neuropsychiatric phenotype of autism
Autism spectrum disorder (autism) is a neurodevelopmental delay that affects at least 1 in 44
children. Like many neurological disorder phenotypes, the diagnostic features are …
children. Like many neurological disorder phenotypes, the diagnostic features are …
Linguistic prosody in autism spectrum disorder—An overview
Linguistic prosody involves the rhythm and melody of speech. It implicitly enhances or
modifies the explicit meaning of spoken words. The literature on linguistic prosody related to …
modifies the explicit meaning of spoken words. The literature on linguistic prosody related to …
Speech changes in old age: methodological considerations for speech‐based discrimination of healthy ageing and Alzheimer's disease
O Ivanova, I Martínez‐Nicolás… - International Journal of …, 2024 - Wiley Online Library
Background Recent evidence suggests that speech substantially changes in ageing. As a
complex neurophysiological process, it can accurately reflect changes in the motor and …
complex neurophysiological process, it can accurately reflect changes in the motor and …
Autism screening in toddlers and adults using deep learning and fair AI techniques
I Priyadarshini - Future Internet, 2023 - mdpi.com
Autism spectrum disorder (ASD) has been associated with conditions like depression,
anxiety, epilepsy, etc., due to its impact on an individual's educational, social, and …
anxiety, epilepsy, etc., due to its impact on an individual's educational, social, and …
Detecting fatigue in multiple sclerosis through automatic speech analysis
M Dias, F Dörr, S Garthof, S Schäfer… - Frontiers in Human …, 2024 - frontiersin.org
Multiple sclerosis (MS) is a chronic neuroinflammatory disease characterized by central
nervous system demyelination and axonal degeneration. Fatigue affects a major portion of …
nervous system demyelination and axonal degeneration. Fatigue affects a major portion of …
Oromotor skills in autism spectrum disorder: A sco** review
Oromotor functioning plays a foundational role in spoken communication and feeding, two
areas of significant difficulty for many autistic individuals. However, despite years of research …
areas of significant difficulty for many autistic individuals. However, despite years of research …
Voice patterns as markers of schizophrenia: building a cumulative generalizable approach via a cross-linguistic and meta-analysis based investigation
Abstract Background and Hypothesis Voice atypicalities are potential markers of clinical
features of schizophrenia (eg, negative symptoms). A recent meta-analysis identified an …
features of schizophrenia (eg, negative symptoms). A recent meta-analysis identified an …
Differences in speech articulatory timing and associations with pragmatic language ability in autism
Background Speech articulation difficulties have not traditionally been considered to be a
feature of Autism Spectrum Disorder (ASD). In contrast, speech prosodic differences have …
feature of Autism Spectrum Disorder (ASD). In contrast, speech prosodic differences have …
Machine learning in automated diagnosis of autism spectrum disorder: a comprehensive review
K Rezaee - Computer Science Review, 2025 - Elsevier
Abstract Autism Spectrum Disorder (ASD) is a multifaceted neurodevelopmental condition
characterized by social communication challenges, repetitive behaviors, and restricted …
characterized by social communication challenges, repetitive behaviors, and restricted …
Advancing autism technology
JM deLeyer‐Tiarks, MG Li… - Psychology in the …, 2023 - Wiley Online Library
The purpose of this review is to broadly identify technological advances in supports and
evaluation for individuals on the autism spectrum. Literature review with commentary on the …
evaluation for individuals on the autism spectrum. Literature review with commentary on the …