A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Filters
Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity
[article]
2020
arXiv
pre-print
Preserved Fulltext
The physical severity of PD impairments can be quantified through the Movement Disorder Society Unified Parkinson's Disease Rating Scale (MDS-UPDRS), a widely used clinical rating scale. ...
This is the first benchmark for classifying PD patients based on MDS-UPDRS gait severity and could be an objective biomarker for disease severity. ...
The Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) [10] is the most commonly used method in clinical and research to assess the severity of these motor symptoms. ...
arXiv:2007.08920v1
fatcat:rzvzn3s7cjfgrbc372nhcoqwvi
A Clinically Interpretable Computer-Vision Based Method for Quantifying Gait in Parkinson's Disease
2021
Sensors
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Gait is a core motor function and is impaired in numerous neurological diseases, including Parkinson's disease (PD). ...
The severity of gait impairment in Parkinson's disease can be estimated using a single patient video, recorded using a consumer mobile device and within standard clinical settings; i.e., videos were recorded ...
We thank the team at Machine Medicine Technologies for labelling the videos with ROIs.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s21165437
pmid:34450879
pmcid:PMC8399017
fatcat:o5zyo6vo2jg2faurjncqervts4
Exenatide once weekly over 2 years as a potential disease-modifying treatment for Parkinson's disease: protocol for a multicentre, randomised, double blind, parallel group, placebo controlled, phase 3 trial: The 'Exenatide-PD3' study
2021
BMJ Open
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Assessments are performed at baseline, week 12, 24, 36, 48, 60, 72, 84 and 96 weeks.The primary outcome is the comparison of Movement Disorders Society Unified Parkinson's Disease Rating Scale part 3 motor ...
IntroductionParkinson's disease (PD) is a common neurodegenerative disorder with substantial morbidity. No disease-modifying treatments currently exist. ...
We thank the Cure Parkinson's Trust and Parkinson's UK for their assistance in the setup and increasing the awareness of this study.
Contributors The study concept and design was conceived by TF. ...
doi:10.1136/bmjopen-2020-047993
pmid:34049922
fatcat:6dnsushckbarlin3kxsif6dvfu
Clinician versus machine: Reliability and responsiveness of motor endpoints in Parkinson's disease
2014
Parkinsonism & Related Disorders
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Background-Enhancing the reliability and responsiveness of motor assessments required to demonstrate therapeutic efficacy is a priority for Parkinson's disease (PD) clinical trials. ...
The objective of this study is to determine the reliability and responsiveness of a portable kinematic system for quantifying PD motor deficits as compared to clinical ratings. ...
Acknowledgments This work was supported by NIH/NINDS under grant 1R43NS074627-01A1. ...
doi:10.1016/j.parkreldis.2014.02.022
pmid:24661464
pmcid:PMC4028404
fatcat:opbjyazw5bcxnnzsof3zo3bgw4
The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients
2021
Sensors
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
A neurologist specialized in movement disorders evaluated the performance of the participants by rating four items of the MDS-Unified Parkinson's Disease Rating Scale. ...
disease. ...
In our work, the MDS-UPDRS has been used as a guideline for the clinical examination of motor signs of Parkinson's Disease. ...
doi:10.3390/s21082821
pmid:33923809
pmcid:PMC8073163
fatcat:bd46qln32vdb3lvgmjyzsgyr2y
Reduction of spontaneous cortical beta bursts in Parkinson's disease is linked to symptom severity
[article]
2019
bioRxiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
of symptom severity in Parkinson's disease or evaluate treatment effectiveness. ...
Importantly, our results also revealed a relationship between beta bursts rate and motor symptom severity in PD. ...
later-stage Parkinson's disease) 32 or if they are due to uncertainties in the methods used to quantify beta activity. ...
doi:10.1101/775494
fatcat:cejiwwimm5dbtcxgwzg7wpsexu
How Wearable Sensors Can Support Parkinson's Disease Diagnosis and Treatment: A Systematic Review
2017
Frontiers in Neuroscience
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
MDS-UPDRS (MDS-UPDRS III). ...
The idea is to quantify the motor skills of the patients, finding a way to measure the items proposed in MDS-UPDRS III. ...
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). ...
doi:10.3389/fnins.2017.00555
pmid:29056899
pmcid:PMC5635326
fatcat:iizmav6sn5dxvbgkat2dm6mt6e
Smartphone-Based Evaluation of Postural Stability in Parkinson's Disease Patients During Quiet Stance
2020
Electronics
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
This tool can be used for early detection of PD motor signs, disease follow-up and fall prevention. ...
Postural instability is one of the most troublesome motor symptoms of Parkinson's Disease (PD). It impairs patients' quality of life and results in high risk of falls. ...
PS is clinically assessed following the MDS-UPDRS (Movement Disorder Society-Unified Parkinson's Disease Rating Scale) part-III recommendations [7] . ...
doi:10.3390/electronics9060919
fatcat:2uynfhvwqbco5oefol47whap5i
Innovative Performance Measurement: an Integrative Perspective of Stakeholder's View
2014
Nang Yan Business Journal
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The paper includes findings from an empirical case study of measuring Parkinson's Disease Neurosurgery process, including stakeholder's view with an integrative perspective. ...
BPM involves the use of innovative performance measurement systems to follow up, coordinate, control and improve processes and overall business efficacy and efficiency. ...
The research focused on quantifying effectiveness of Parkinson's disease neurosurgery DBS. ...
doi:10.2478/nybj-2014-0033
fatcat:n3gn3c6jijecrdntsdvrqxlk5y
Detecting Parkinson's Disease From an Online Speech-task
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Note that this fulltext copy is not of the "primary" version of this work. The version it corresponds to is:
2020 pre-print arXiv:2009.01231v3 fatcat:uwp2gc5wpfb47evfy7luh5t4wmOther Versions
Using these features, we trained several machine learning algorithms. ...
We achieved 0.75 AUC (Area Under The Curve) performance on determining presence of self-reported Parkinson's disease by modeling the standard acoustic features through the XGBoost -- a gradient-boosted ...
(MDS-UPDRS) Goetz et al ...
arXiv:2009.01231v4
fatcat:avf2qyjekza7fkezz6zxdgpnqi
A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease
2019
IEEE Transactions on Biomedical Engineering
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
We use clinically adopted severity measures as annotations for training the models, thus allowing our multi-layer Gaussian process prediction models to estimate not only their presence but also their severities ...
Thus, a frequent and objective PD assessment is highly valuable for effective health management of people with Parkinson's disease (PwP). ...
Commonly, the Movement Disorder Society sponsored Unified PD Rating Scale (MDS-UPDRS) is used, wherein motor symptoms are assessed on a 5-level rating scale [25] , [26] . ...
doi:10.1109/tbme.2019.2900002
pmid:30794163
fatcat:uueyb4fh3reybbzl4nk24u5lpq
Exercise- and strategy-based physiotherapy-delivered intervention for preventing repeat falls in people with Parkinson's: the PDSAFE RCT
2019
Health Technology Assessment
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Prespecified subgroup analysis (i.e. disease severity and FoG) revealed a PDSAFE differing effect; the intervention may be of benefit for people with moderate disease but may increase falling for those ...
Objective To estimate the effect of a physiotherapy programme for fall prevention among people with Parkinson's disease. ...
FES-I, FoG and MDS-UPDRS) is reported in
Subgroup analysis In the statistical analysis plan, a subgroup analysis excluding participants with severe disease by virtue of a MDS-UPDRS score of ≥ 59 or H ...
doi:10.3310/hta23360
pmid:31339100
pmcid:PMC6680369
fatcat:b73uyq5djffz5of3iawgaenttq
Characterizing and Detecting Freezing of Gait using Multi-modal Physiological Signals
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
under the Precision-Recall curve of 0.94+/-0.05. ...
Freezing-of-gait a mysterious symptom of Parkinsons disease and defined as a sudden loss of ability to move forward. ...
This work was strongly supported by Dutch Parkinson's disease Association (Parkinson Vereniging). ...
arXiv:2009.12660v1
fatcat:nw2mvrldfvbahpcnzjlsfzj5ni
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video
[article]
2019
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Objective monitoring and assessment of human motor behavior can improve the diagnosis and management of several medical conditions. ...
Over the past decade, significant advances have been made in the use of wearable technology for continuously monitoring human motor behavior in free-living conditions. ...
battery of clinical motor assessments from the Movement Disorder Society's Unified Parkinson's Disease Rating Scale (MDS-UPDRS) [46] administered by a trained clinician with experience in movement disorders ...
arXiv:1909.09566v1
fatcat:prcmfivlzjgidflcpla3xqeopi
A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease
[article]
2018
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Other Versions
We use clinically adopted severity measures as annotations for training the models, thus allowing our multi-layer Gaussian process prediction models to estimate not only their presence but also their severities ...
Thus, a frequent and objective PD assessment is highly valuable for effective health management of people with Parkinson's disease (PwP). ...
Several specific motor tasks of 10 patients with idiopathic PD were recorded using IMU sensors. Every task was rated by a movement disorder specialist according to the MDS-UPDRS rating scale. ...
arXiv:1808.10663v2
fatcat:ngjzrc26snbg3d7j42byzlria4
« Previous
Showing results 1 — 15 out of 102 results