Automated Diagnosis of Parkinson's Disease using Speech Signals with Machine Learning
Parkinson's Disease ranks as the second most common chronic neurodegenerative
condition that affects the CNS by killing the cells containing dopamine and its receptors …
condition that affects the CNS by killing the cells containing dopamine and its receptors …
[PDF][PDF] Machine Learning Based Idiopathic Parkinson's Disease Detection Using Speech Data.
M Raheem - Webology, 2022 - researchgate.net
Abstract The World Health Organization (WHO) has identified neurodegenerative disorders
as one of the critical threats to public health. Currently, it is estimated that 16 out of 60 …
as one of the critical threats to public health. Currently, it is estimated that 16 out of 60 …
A Machine Learning Model for Prediction of Parkinson's Disease using Vocal Features
Parkinson's disease is a progressive neurological disorder which affects motor skills and is
characterized by symptoms such as muscle rigidity, tremors and difficulties in maintaining …
characterized by symptoms such as muscle rigidity, tremors and difficulties in maintaining …
[PDF][PDF] Early Detection of Parkinson Disease using Machine Learning
Parkinson's disease (PD) is an incapacitating condition that lowers lifestyle quality. It occurs
because dopamine-producing cells in the substantia nigra region of the central nervous …
because dopamine-producing cells in the substantia nigra region of the central nervous …
Machine learning for the diagnosis of Parkinson's disease using speech analysis: a systematic review
C Bang, N Bogdanovic, G Deutsch… - International Journal of …, 2023 - Springer
As voice technology continues to advance, clinical analysis of acoustic measures in speech
patterns has the potential for early detection of Parkinson's disease (PD), the second most …
patterns has the potential for early detection of Parkinson's disease (PD), the second most …
Automatic detection of Parkinson's disease from speech using acoustic, prosodic and phonetic features
R Khaskhoussy, YB Ayed - … Conference on Intelligent Systems Design and …, 2021 - Springer
Parkinson's disease (PD) is a neurodegenerative disease ranked second after Alzheimer's
disease. It affects the central nervous system and causes a progressive and irreversible loss …
disease. It affects the central nervous system and causes a progressive and irreversible loss …
Early Parkinson's Disease Detection Using by Machine Learning Approach
AA Adekunle, OB Joseph… - Asian Journal of …, 2023 - info.stmdigitallibrary.com
Parkinson's disease (PD) is a progressive neurodegenerative disorder that affects
movement and motor skills. Early diagnosis and treatment of Parkinson's disease are crucial …
movement and motor skills. Early diagnosis and treatment of Parkinson's disease are crucial …
Parkinson's disease detection from voice using artificial intelligence techniques: A review
MH Ali, SL Mohammed, A Al-Naji - AIP Conference Proceedings, 2024 - pubs.aip.org
Parkinson's disease (PD) is a long-term neurodegenerative disorder affecting the human
motor system, resulting in many motor and non-motor characteristics. The disease arises as …
motor system, resulting in many motor and non-motor characteristics. The disease arises as …
A Symphony of Signals: Machine Learning Enabled Parkinson's Disease Detection via Audio Analysis Through Various Algorithms
S Tiwari, K Raghuvanshi, S Mishra… - Advancement of …, 2024 - taylorfrancis.com
The disease of Parkinson's is a neurological progressive disease which can affect anyone
around the world and causes abnormalities in brain activity and motor function. For the early …
around the world and causes abnormalities in brain activity and motor function. For the early …
Empirical Analysis of Machine Learning Models on Parkinson's Speech Dataset
Parkinson's disease (PD) is a chronic and progressive neurodegenerative disorder that
worsens over time. Diagnosing PD primarily relies on clinical assessments, which can be …
worsens over time. Diagnosing PD primarily relies on clinical assessments, which can be …
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