Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques
Neurodegenerative diseases have shown an increasing incidence in the older population in
recent years. A significant amount of research has been conducted to characterize these …
recent years. A significant amount of research has been conducted to characterize these …
Clinical measures of bulbar dysfunction in ALS
Bulbar impairment represents a hallmark feature of Amyotrophic Lateral Sclerosis (ALS) that
significantly impacts survival and quality of life. Speech and swallowing dysfunction are key …
significantly impacts survival and quality of life. Speech and swallowing dysfunction are key …
Biomedical signals and machine learning in amyotrophic lateral sclerosis: a systematic review
Introduction The use of machine learning (ML) techniques in healthcare encompasses an
emerging concept that envisages vast contributions to the tackling of rare diseases. In this …
emerging concept that envisages vast contributions to the tackling of rare diseases. In this …
Voice analysis for neurological disorder recognition–a systematic review and perspective on emerging trends
Quantifying neurological disorders from voice is a rapidly growing field of research and
holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup …
holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup …
Wearable sensors and features for diagnosis of neurodegenerative diseases: A systematic review
Objective Neurodegenerative diseases affect millions of families around the world, while
various wearable sensors and corresponding data analysis can be of great support for …
various wearable sensors and corresponding data analysis can be of great support for …
Body language analysis in healthcare: an overview
Given the current COVID-19 pandemic, medical research today focuses on epidemic
diseases. Innovative technology is incorporated in most medical applications, emphasizing …
diseases. Innovative technology is incorporated in most medical applications, emphasizing …
[PDF][PDF] Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks.
Amyotrophic lateral sclerosis (ALS) is a rapidly progressive neurodegenerative disease of
the motor system that leads to the impairment of speech and swallowing functions. The lack …
the motor system that leads to the impairment of speech and swallowing functions. The lack …
Detection of amyotrophic lateral sclerosis (ALS) via acoustic analysis
ABSTRACT ALS is a fatal neurodegenerative disease with no cure. Experts typically
measure disease progression via the ALSFRS-R score, which includes measurements of …
measure disease progression via the ALSFRS-R score, which includes measurements of …
Quantifying articulatory impairments in neurodegenerative motor diseases: A scoping review and meta-analysis of interpretable acoustic features
Abstract Purpose Neurodegenerative motor diseases (NMDs) have devastating effects on
the lives of patients and their loved ones, in part due to the impact of neurologic …
the lives of patients and their loved ones, in part due to the impact of neurologic …
The use of speech recognition technology by people living with amyotrophic lateral sclerosis: a scoping review
Background More than 80% of people living with Amyotrophic Lateral Sclerosis (plwALS)
develop difficulties with their speech, affecting communication, self-identity and quality of life …
develop difficulties with their speech, affecting communication, self-identity and quality of life …