A comparative study: prediction of parkinson's disease using machine learning, deep learning and nature inspired algorithm

PK Keserwani, S Das, N Sarkar - Multimedia Tools and Applications, 2024 - Springer
Parkinson's Disease (PD) is a degenerative and progressive neurological disorder worsens
over time. This disease initially affects people over 55 years old. Patients with PD often …

A comprehensive review on advancements in artificial intelligence approaches and future perspectives for early diagnosis of Parkinson's disease

AM Ibrahim, MA Mohammed - International Journal of Mathematics …, 2024 - ijmscs.org
Parkinson's disease (PD) is a neurological condition that generally strikes people in their
average age of onset for PD a neurological disorder, is 55 and up. A wide variety of motor …

Parkinson disease prediction using machine learning algorithm

R Mathur, V Pathak, D Bandil - … Trends in Expert Applications and Security …, 2019 - Springer
Parkinson disease, the second most common neurological disorder that causes significant
disability, reduces the quality of life and has no cure. Approximately, 90% affected people …

Comparative survey of machine learning techniques for prediction of Parkinson's disease

M Saxena, S Ahuja - 2020 Indo–Taiwan 2nd International …, 2020 - ieeexplore.ieee.org
Prognosis and progression of Parkinson's disease is a critical question among the clinicians
since there is a disparity of parameters taken into the diagnostic consideration thereby …

A Hybrid Machine Learning Framework to Improve Parkinson's Disease Prediction Accuracy

R Bediya, RN Ravikumar, K Mishra… - 2023 6th …, 2023 - ieeexplore.ieee.org
Parkinson's Disease (PD) is one of the second most prevalent neurodegenerative ailment
worldwide, behind Alzheimer's disease, according to the World Health Organization (WHO) …

[HTML][HTML] Imperative role of machine learning algorithm for detection of Parkinson's disease: review, challenges and recommendations

A Rana, A Dumka, R Singh, MK Panda, N Priyadarshi… - Diagnostics, 2022 - mdpi.com
Parkinson's disease (PD) is a neurodegenerative disease that affects the neural, behavioral,
and physiological systems of the brain. This disease is also known as tremor. The common …

[PDF][PDF] Early prediction of parkinson disease using machine learning and deep learning approaches

H Tiwari, SK Shridhar, PV Patil, KR Sinchana… - EasyChair …, 2021 - easychair.org
Parkinson disease (PD), the second most common neurological disorder that causes
significant disability, reduces the quality of life and has no cure. Nerve cells in this part of the …

A systematic review of artificial intelligence (AI) based approaches for the diagnosis of Parkinson's disease

S Saravanan, K Ramkumar, K Adalarasu… - … methods in engineering, 2022 - Springer
Parkinson's disease (PD) is a neurodegenerative disorder that primarily affects the elderly
for over 55 years. PD can be characterised by patients exhibiting various non-motor and …

[HTML][HTML] Deep learning for Parkinson's disease diagnosis: a short survey

M Shaban - Computers, 2023 - mdpi.com
Parkinson's disease (PD) is a serious movement disorder that may eventually progress to
mild cognitive dysfunction (MCI) and dementia. According to the Parkinson's foundation, one …

Comparative Analysis of Machine Learning, Ensemble Learning and Deep Learning Classifiers for Parkinson's Disease Detection

P Goyal, R Rani - SN Computer Science, 2023 - Springer
A progressive neurodegenerative ailment called Parkinson's disease (PD) is marked by the
death of dopamine-producing cells in the substantia nigra area of the brain. The exact …