Computerized analysis of speech and voice for Parkinson's disease: A systematic review
Background and objective Speech impairment is an early symptom of Parkinson's disease
(PD). This study has summarized the literature related to speech and voice in detecting PD …
(PD). This study has summarized the literature related to speech and voice in detecting PD …
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 …
[HTML][HTML] Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretation
G Solana-Lavalle, R Rosas-Romero - Biomedical Signal Processing and …, 2021 - Elsevier
In this work, a voice-based analysis is conducted with the contribution of providing
physicians with a decision tool along with framing information to help them see functional …
physicians with a decision tool along with framing information to help them see functional …
Assessing Parkinson's disease at scale using telephone-recorded speech: insights from the Parkinson's voice initiative
Numerous studies have reported on the high accuracy of using voice tasks for the remote
detection and monitoring of Parkinson's Disease (PD). Most of these studies, however …
detection and monitoring of Parkinson's Disease (PD). Most of these studies, however …
Voice in Parkinson's disease: a machine learning study
Introduction Parkinson's disease (PD) is characterized by specific voice disorders
collectively termed hypokinetic dysarthria. We here investigated voice changes by using …
collectively termed hypokinetic dysarthria. We here investigated voice changes by using …
Acoustic analysis of voice in Parkinson's disease: a systematic review of voice disability and meta-analysis of studies.
R Chiaramonte, M Bonfiglio - Revista de neurologia, 2020 - europepmc.org
Acoustic analysis of voice in Parkinson's disease: a systematic review of voice disability and
meta-analysis of studies. - Abstract - Europe PMC Sign in | Create an account https://orcid.org …
meta-analysis of studies. - Abstract - Europe PMC Sign in | Create an account https://orcid.org …
[HTML][HTML] Investigating voice as a biomarker: deep phenotyping methods for early detection of Parkinson's disease
Voice technology has grown tremendously in recent years and using voice as a biomarker
has also been gaining evidence. We demonstrate the potential of voice in serving as a deep …
has also been gaining evidence. We demonstrate the potential of voice in serving as a deep …
Parkinson's disease detection using smartphone recorded phonemes in real world conditions
Parkinson's disease (PD) is a multi-symptom neurodegenerative disease. There are no
biomarkers; the diagnosis and monitoring of the disease progression require clinical and …
biomarkers; the diagnosis and monitoring of the disease progression require clinical and …
Parkinson's disease or atypical parkinsonism? The importance of acoustic voice analysis in differential diagnosis of speech disorders
R Kowalska‐Taczanowska, A Friedman… - Brain and …, 2020 - Wiley Online Library
Introduction Speech disorder is a common clinical manifestation in patients with Parkinson's
disease and atypical parkinsonian syndromes and tends to occur before the onset of the …
disease and atypical parkinsonian syndromes and tends to occur before the onset of the …
Machine learning-and statistical-based voice analysis of Parkinson's disease patients: A survey
F Amato, G Saggio, V Cesarini, G Olmo… - Expert Systems with …, 2023 - Elsevier
The preliminary diagnosis and evaluation of the presence and/or severity of Parkinson's
disease is crucial in controlling the progress of the disease. Real-time, non-invasive …
disease is crucial in controlling the progress of the disease. Real-time, non-invasive …
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