Parkinson's disease subtyping using clinical features and biomarkers: literature review and preliminary study of subtype clustering

SH Lee, SM Park, SS Yeo, O Kwon, MK Lee, H Yoo… - Diagnostics, 2022 - mdpi.com
The second most common progressive neurodegenerative disorder, Parkinson's disease
(PD), is characterized by a broad spectrum of symptoms that are associated with its …

Sensor-Based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: A Survey

S Zolfaghari, S Suravee, D Riboni… - ACM Computing …, 2023 - dl.acm.org
Locomotion characteristics and movement patterns are reliable indicators of
neurodegenerative diseases (NDDs). This survey provides a systematic literature review of …

Identification of motor progression in Parkinson's disease using wearable sensors and machine learning

C Sotirakis, Z Su, MA Brzezicki, N Conway… - npj Parkinson's …, 2023 - nature.com
Wearable devices offer the potential to track motor symptoms in neurological disorders.
Kinematic data used together with machine learning algorithms can accurately identify …

Parkinsonism and cerebrovascular disease

M Narasimhan, R Schwartz, G Halliday - Journal of the Neurological …, 2022 - Elsevier
The relationship between cerebrovascular disease and parkinsonism is commonly seen in
everyday clinical practice but remains ill-defined and under-recognised with little guidance …

[HTML][HTML] A scoping review on minimum foot clearance: an exploration of level-ground clearance in individuals with abnormal gait

A Al Bochi, G Delfi, T Dutta - … journal of environmental research and public …, 2021 - mdpi.com
Background: Falls are a major health concern, with one in three adults over the age of 65
falling each year. A key gait parameter that is indicative of tripping is minimum foot clearance …

Acute effects of acupuncture in balance and gait of Parkinson disease patients–a preliminary study

CR Pereira, MB Criado, J Machado, CT Pereira… - … therapies in clinical …, 2021 - Elsevier
Introduction Balance and gait disorders are relevant symptoms in the quality of life of
Parkinson's patients. Currently, there is no therapy to reverse or treat this condition …

Association of gait with global cognitive function and cognitive domains detected by MoCA-J among community-dwelling older adults: a cross-sectional study

W Hao, W Zhao, T Kimura, S Ukawa, K Kadoya… - BMC geriatrics, 2021 - Springer
Background Gait was proved to be strongly associated with global cognitive function and
multiple cognitive domains; however, previous research usually concentrated on individual …

Atypical gait cycles in Parkinson's disease

M Ghislieri, V Agostini, L Rizzi, M Knaflitz, M Lanotte - Sensors, 2021 - mdpi.com
It is important to find objective biomarkers for evaluating gait in Parkinson's Disease (PD),
especially related to the foot and lower leg segments. Foot-switch signals, analyzed through …

Discrimination of idiopathic Parkinson's disease and vascular parkinsonism based on gait time series and the levodopa effect

C Fernandes, F Ferreira, RL Lopes, E Bicho… - Journal of …, 2021 - Elsevier
Idiopathic Parkinson's disease (IPD) and vascular parkinsonism (VaP) present highly
overlapping phenotypes, making it challenging to distinguish between these two …

[HTML][HTML] The Role of Deep Learning and Gait Analysis in Parkinson's Disease: A Systematic Review

A Franco, M Russo, M Amboni, AM Ponsiglione… - Sensors, 2024 - mdpi.com
Parkinson's disease (PD) is the second most common movement disorder in the world. It is
characterized by motor and non-motor symptoms that have a profound impact on the …