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 …
Guidelines for speech recording and acoustic analyses in dysarthrias of movement disorders
J Rusz, T Tykalova, LO Ramig… - Movement Disorders, 2021 - Wiley Online Library
Most patients with movement disorders have speech impairments resulting from
sensorimotor abnormalities that affect phonatory, articulatory, and prosodic speech …
sensorimotor abnormalities that affect phonatory, articulatory, and prosodic speech …
Convolutional neural network ensemble for Parkinson's disease detection from voice recordings
The computerized detection of Parkinson's disease (PD) will facilitate population screening
and frequent monitoring and provide a more objective measure of symptoms, benefiting both …
and frequent monitoring and provide a more objective measure of symptoms, benefiting both …
Advances in Parkinson's disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects
L Moro-Velazquez, JA Gomez-Garcia… - … Signal Processing and …, 2021 - Elsevier
Parkinson's Disease (PD) affects speech in the form of dysphonia and hypokinetic
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …
Connected speech in neurodegenerative language disorders: a review
Language assessment has a crucial role in the clinical diagnosis of several
neurodegenerative diseases. The analysis of extended speech production is a precious …
neurodegenerative diseases. The analysis of extended speech production is a precious …
Speech biomarkers in rapid eye movement sleep behavior disorder and Parkinson disease
Objective This multilanguage study used simple speech recording and high‐end pattern
analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus …
analysis to provide sensitive and reliable noninvasive biomarkers of prodromal versus …
Speech treatment in Parkinson's disease: Randomized controlled trial (RCT)
L Ramig, A Halpern, J Spielman, C Fox… - Movement …, 2018 - Wiley Online Library
Background As many as 89% of people with Parkinson's disease (PD) develop speech
disorders. Objectives This randomized controlled trial evaluated two speech treatments for …
disorders. Objectives This randomized controlled trial evaluated two speech treatments for …
Reliability and validity of the Roche PD Mobile Application for remote monitoring of early Parkinson's disease
Digital health technologies enable remote and therefore frequent measurement of motor
signs, potentially providing reliable and valid estimates of motor sign severity and …
signs, potentially providing reliable and valid estimates of motor sign severity and …
Multimodal assessment of Parkinson's disease: a deep learning approach
JC Vásquez-Correa, T Arias-Vergara… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Parkinson's disease is a neurodegenerative disorder characterized by a variety of motor
symptoms. Particularly, difficulties to start/stop movements have been observed in patients …
symptoms. Particularly, difficulties to start/stop movements have been observed in patients …
Speech disorders in Parkinson's disease: early diagnostics and effects of medication and brain stimulation
Hypokinetic dysarthria (HD) occurs in 90% of Parkinson's disease (PD) patients. It manifests
specifically in the areas of articulation, phonation, prosody, speech fluency, and faciokinesis …
specifically in the areas of articulation, phonation, prosody, speech fluency, and faciokinesis …