Identification and Assessment of Pre-processing Techniques for Parkinson's Diagnosis

K Khanna, S Gambhir… - 2022 IEEE Delhi Section …, 2022 - ieeexplore.ieee.org
Parkinson's is an irreversible neurological disorder that causes motor and non-motor
disabilities. To date, Parkinson's disease (PD) is detected via manual inspection of its …

Comparative analysis of machine learning techniques for Parkinson's detection: A review

K Khanna, S Gambhir, M Gambhir - Multimedia Tools and Applications, 2023 - Springer
Parkinson's disease (PD) causes structural alterations thereby resulting in irreparable motor
and non-motor impairments. Machine Learning (ML) has become inevitable for disease …

[PDF][PDF] SRSSN: A Pre-processing Technique for Enhancing MRI scans for Parkinson's Detection

K Khanna, S Gambhir, M Gambhir… - …, 2022 - researchgate.net
Parkinson's disease (PD) is an irreparable neurological disorder that results in motor
disabilities. The early onset yields mild non-movement related symptoms associated with …

Automated Parkinson's Disease Detection from Brain MRI Images Using Deep Convolutional Neural Network

MAM Joy, A Siddiqua, MN Islam… - … on Computer and …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor
impairments and cognitive deficits. Early and accurate detection of PD plays a crucial role in …

Deep learning-based early parkinson's disease detection from brain mri image

S Sangeetha, K Baskar, PCD Kalaivaani… - … and Control Systems …, 2023 - ieeexplore.ieee.org
Recent decade, Parkinson's disease (PD), which impairs the life quality for millions of older
people worldwide, has quickly emerged as a serious condition affecting the brain and spinal …

A novel technique for classifying parkinson's disease using structural mri scans

K Khanna, S Gambhir, M Gambhir - Multimedia Tools and Applications, 2023 - Springer
Parkinson's is a movement-related progressive disorder that causes irreversible damage
and heavily derails the patient's life. PD is generally detected via inspection of symptoms …

Early detection of parkinson's disease using machine learning & image processing

M Nithya, V Lalitha, K Paveethra… - … and Informatics (ICCCI), 2022 - ieeexplore.ieee.org
Parkinson Disease (PD) is a brain disorder which affects the central nervous system such as
shaking, stiffness, and difficulty with walking, balance, and coordination. Since PD is closely …

Towards the identification of Parkinson's disease using only T1 MR images

S Soltaninejad, I Cheng, A Basu - … , ICSM 2018, Toulon, France, August 24 …, 2018 - Springer
Parkinson's Disease (PD) is one of the most common types of neurological diseases caused
by progressive degeneration of dopaminergic neurons in the brain. Even though there is no …

A deep learning approach for the early diagnosis of Parkinson's disease using brain MRI scans

R Mishra, AS Jalal, M Kumar… - International Journal of …, 2022 - inderscienceonline.com
Parkinson's disease (PD) is a neurological disorder with more than six million people
worldwide suffering from it. It is commonly diagnosed using clinical assessments and …

[HTML][HTML] Advanced Parkinson's disease detection: A comprehensive artificial intelligence approach utilizing clinical assessment and neuroimaging samples

N Islam, MSA Turza, SI Fahim, RM Rahman - International Journal of …, 2024 - Elsevier
Medical experts are utilizing neuroimaging and clinical assessments to enhance the early
identification of Parkinson's disease. The current research initiative offers ways to identify …