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Feasibility of a Mobile-Based System for Unsupervised Monitoring in Parkinson's Disease

Raquel Bouça-Machado, Filipa Pona-Ferreira, Mariana Leitão, Ana Clemente, Diogo Vila-Viçosa, Linda Azevedo Kauppila, Rui M. Costa, Ricardo Matias, Joaquim J. Ferreira
2021 Sensors  
Objective: The objective of our study was to explore the feasibility and usability of an mHealth system for continuous and objective real-life measures of patients' health and functional mobility, in unsupervised  ...  Mobile health (mHealth) has emerged as a potential solution to providing valuable ecological information about the severity and burden of Parkinson's disease (PD) symptoms in real-life conditions.  ...  Study Supplies The app mKinetikos (Kinetikos, Coimbra, Portugal) provides a platform that pairs a mobile application for continuous patient monitoring in unsupervised settings and a cloud-based dashboard  ... 
doi:10.3390/s21154972 fatcat:4cf6xrxlnfcgvbjwe2yxubffbq

Body-Worn Sensors for Remote Monitoring of Parkinson's Disease Motor Symptoms: Vision, State of the Art, and Challenges Ahead

Silvia Del Din, Cameron Kirk, Alison J. Yarnall, Lynn Rochester, Jeffrey M. Hausdorff
2021 Journal of Parkinson's Disease  
The increasing prevalence of neurodegenerative conditions such as Parkinson's disease (PD) and related mobility issues places a serious burden on healthcare systems.  ...  Digital health technology in the form of remote monitoring with body-worn sensors offers significant opportunities for transforming research and revolutionizing the clinical management of PD.  ...  -126 date the digital outcome against a reference system 127 (e.g., videos, self-report), using mainly ML tech- Table 1 Representative studies examining remote monitoring of Parkinson's disease (PD)  ... 
doi:10.3233/jpd-202471 pmid:33523020 fatcat:rx6q722cyzfdlclm6ijfbguhb4

Home-based step training using videogame technology in people with Parkinson's disease: a single-blinded randomised controlled trial

Jooeun Song, Serene S Paul, Maria Joana D Caetano, Stuart Smith, Leland E Dibble, Rachelle Love, Daniel Schoene, Jasmine C Menant, Cathie Sherrington, Stephen R Lord, Colleen G Canning, Natalie E Allen
2017 Clinical Rehabilitation  
was a significant difference in favour of the control group (P = 0.02).  ...  Secondary outcomes included physical and neuropsychological measures associated with falls in Parkinson's disease, number of falls over six months and self-reported mobility and balance.  ...  Clinical Messages • • Home-based exergame step training is a feasible form of exercise in people with Parkinson's disease without significant cognitive or balance impairment. • • Overall, home-based exergame  ... 
doi:10.1177/0269215517721593 pmid:28745063 fatcat:sk6alcdlfbe67fd6vbfkfdxpr4

Validation of quantitative gait analysis systems for Parkinson's disease for use in supervised and unsupervised environments

Sara Alberto, Sílvia Cabral, João Proença, Filipa Pona-Ferreira, Mariana Leitão, Raquel Bouça-Machado, Linda Azevedo Kauppila, António P. Veloso, Rui M. Costa, Joaquim J. Ferreira, Ricardo Matias
2021 BMC Neurology  
Recent technological advances aim to quantify these impairments using low-cost wearable systems for use in either supervised clinical consultations or long-term unsupervised monitoring of gait in ecological  ...  Background Gait impairments are among the most common and impactful symptoms of Parkinson's disease (PD).  ...  Background Parkinson's disease (PD) presents a multitude of motor and non-motor symptoms heterogeneous in expression and progression over time [1, 2] .  ... 
doi:10.1186/s12883-021-02354-x pmid:34454453 pmcid:PMC8403450 fatcat:znt73uknwndutjcrt4rhmxe54e

Objective and quantitative assessment of motor function in Parkinson's disease—from the perspective of practical applications

Ke Yang, Wei-Xi Xiong, Feng-Tao Liu, Yi-Min Sun, Susan Luo, Zheng-Tong Ding, Jian-Jun Wu, Jian Wang
2016 Annals of Translational Medicine  
Recently the prevalence of mobile medical equipment has made it possible to develop an objective, accurate, remote monitoring system for motor function assessment, playing an important role in disease  ...  Parkinson's disease (PD) is a common neurodegenerative disorder with high morbidity because of the coming aged society.  ...  Acknowledgements The review is proofread by Ye Wang and Boyd Anderson from National University of Singapore.  ... 
doi:10.21037/atm.2016.03.09 pmid:27047949 pmcid:PMC4791329 fatcat:hvgx2mh2qvcaxjpehnfjqouvw4

Feasibility Study of a Wearable System Based on a Wireless Body Area Network for Gait Assessment in Parkinson's Disease Patients

Jorge Cancela, Matteo Pastorino, Maria Arredondo, Konstantina Nikita, Federico Villagra, Maria Pastor
2014 Sensors  
Parkinson's disease (PD) alters the motor performance of affected individuals.  ...  The analysis addresses the assessment of the system performance working in real environments.  ...  In [34] researchers have used a miniaturized triaxial accelerometer-based system for the detection of gait and postures concluding that a triaxial monitor system is a practical and valuable tool for  ... 
doi:10.3390/s140304618 pmid:24608005 pmcid:PMC4003960 fatcat:xeimswn2qfh6fhdiklfuo7ftlm

A home program of strength training, movement strategy training and education did not prevent falls in people with Parkinson's disease: a randomised trial

Meg E Morris, Nicholas F Taylor, Jennifer J Watts, Andrew Evans, Malcolm Horne, Peter Kempster, Mary Danoudis, Jennifer McGinley, Clarissa Martin, Hylton B Menz
2017 Journal of Physiotherapy  
Journal of Physiotherapy 63 (2017) 94-100 K E Y W O R D S Parkinson's disease Rehabilitation Randomised trial Physical therapy Falls A B S T R A C T [ 7 8 _ T D $ D I F F ] Questions: For people with idiopathic  ...  Parkinson's disease, does a 6-week, comprehensive, home exercise program reduce falls and disability and improve health-related quality of life?  ...  with regards to progressive models of resistance training for healthy adults > 60 years of age. 28 Moreover, a 6-week home program was thought to be feasible for people with Parkinson's disease.  ... 
doi:10.1016/j.jphys.2017.02.015 pmid:28342682 fatcat:oft266frpvevfnhwr5jbsuaqki

Digital Technology in Movement Disorders: Updates, Applications, and Challenges

Jamie L Adams, Karlo J Lizarraga, Emma M Waddell, Taylor L Myers, Stella Jensen-Roberts, Joseph S Modica, Ruth B Schneider
2021 Current Neurology and Neuroscience Reports  
This article reviews recent literature on the application of digital technology in movement disorders, with a focus on Parkinson's disease (PD) and Huntington's disease.  ...  Digital technology affords the opportunity to provide objective, frequent, and sensitive assessment of disease outside of the clinic environment.  ...  A biofeedback system combining a smartphone application and sensor-equipped belt for balance training in PD has been shown to be feasible [67] .  ... 
doi:10.1007/s11910-021-01101-6 pmid:33660110 pmcid:PMC7928701 fatcat:ulh476kwmnbepp6mpsivijnqk4

From Wellness to Medical Diagnostic Apps: The Parkinson's Disease Case [chapter]

Stefan Kueppers, Ioannis Daskalopoulos, Ashwani Jha, Nikos F. Fragopanagos, Panagiotis Kassavetis, Effrosyni Nomikou, Tabish Saifee, John C. Rothwell, Kailash Bhatia, Marco U. Luchini, Marco Iannone, Theano Moussouri (+1 others)
2016 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
This paper presents the design and development of the CloudUPDRS app and supporting system developed as a Class I medical device to assess the severity of motor symptoms for Parkinson's Disease.  ...  ; a dependable analytics toolkit; and provisions to meet mobility and social needs of people with Parkinson's.  ...  Acknowledgments Project CloudUPDRS: Big Data Analytics for Parkinson's Disease patient stratification is supported by Innovate UK (Project Number 102160).  ... 
doi:10.1007/978-3-319-49655-9_46 fatcat:quohfxnoyzhnrnds4dd4xner4q

Towards a personal at-home lab for motion video tracking in patients with Parkinson's disease

Alexander Yu. Meigal, Kirill S. Prokhorov, Nikita A. Bazhenov, Liudmila I. Gerasimova-Meigal, Dmitry G. Korzun
2017 2017 21st Conference of Open Innovations Association (FRUCT)  
In this paper, we discuss the opportunities of motion video tracking in at-home settings for a patient. Parkinson's disease (PD) serves as a case study.  ...  Finally, we propose to create a personal at-home lab based on such cheap home-based cameras as any smartphone has.  ...  Various mobile systems for monitoring, assessment, and management of PD patients were proposed [29] , [20] , [30] .  ... 
doi:10.23919/fruct.2017.8250187 dblp:conf/fruct/MeigalPBGK17 fatcat:q6hoj7jwkffl7e3ris5s6vzuo4

Wearable GPS and Accelerometer Technologies for Monitoring Mobility and Physical Activity in Neurodegenerative Disorders: A Systematic Review

Mícheál Ó Breasail, Bijetri Biswas, Matthew D. Smith, Md Khadimul A. Mazhar, Emma Tenison, Anisha Cullen, Fiona E. Lithander, Anne Roudaut, Emily J. Henderson
2021 Sensors  
Wearable global positioning system (GPS) sensors and accelerometers present a cost-effective and noninvasive way to passively monitor mobility and PA.  ...  We performed a systematic search across four databases to identify papers published within the past 5 years, in which wearable GPS or accelerometers were used to monitor mobility or PA in patients with  ...  Sensor-based assessment of mobility-related behavior in dementia: Feasibility and relevance in a hospital context. Int. Psychogeriatrics 2016, 28, 1687–1694. [CrossRef] [PubMed] 59.  ... 
doi:10.3390/s21248261 pmid:34960353 pmcid:PMC8705556 fatcat:iq7esumrknhwtn6nitwxbrqs5e

Wearable technologies to measure clinical outcomes in multiple sclerosis: A scoping review

Sarah Alexander, Guy Peryer, Emma Gray, Frederik Barkhof, Jeremy Chataway
2020 Multiple Sclerosis  
Daily monitoring seems an ideal solution either as an outcome measure or as an adjunct to support rater-based monitoring in both clinical and research settings.  ...  We completed a scoping review (using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines) to summarise the wearable solutions available  ...  Many wearable devices have not been validated or approved for clinical use in people with Parkinson's disease.  ... 
doi:10.1177/1352458520946005 pmid:32749928 pmcid:PMC8474332 fatcat:ewli4ir6yven7eszyp5j35erci

Free-living monitoring of Parkinson's disease: Lessons from the field

Silvia Del Din, Alan Godfrey, Claudia Mazzà, Sue Lord, Lynn Rochester
2016 Movement Disorders  
patient monitoring in 35 unsupervised, habitual environments (termed free-living).  ...  To date there is no fully validated system to monitor clinical 46 features or activities in free living environments.  ...  Brook Galna for his support in editing Figure 1 . 395  ... 
doi:10.1002/mds.26718 pmid:27452964 fatcat:ae5gwmdy7nhf3mgana6bpyjsom

Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson's disease

Martin Ullrich, Annika Mucke, Arne Kuderle, Nils Roth, Till Gladow, Heiko Gassner, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge
2021 IEEE transactions on neural systems and rehabilitation engineering  
In a study with twelve Parkinson's disease patients, we recorded real-world gait data over two weeks using foot-worn IMUs.  ...  Our algorithm allows to remove the burden of system interaction from the patients and reduces the time for manual data annotation for researchers.  ...  Greinwalder for their effort in recording the data set as well as all participants of the study for their contributions.  ... 
doi:10.1109/tnsre.2021.3119390 pmid:34633932 fatcat:nx5kgsxnmzdrjot5mfgzxwempy

Trends in Technology Usage for Parkinson's Disease Assessment: A Systematic Review [article]

Ranadeep Deb, Ganapati Bhat, Sizhe An, Umit Ogras, Holly Shill
2021 medRxiv   pre-print
Parkinson's disease (PD) is a neurological disorder with complicated and disabling motor and non-motor symptoms.  ...  This review focuses on the use of modern wearable and mobile equipment for PD applications in the last decade.  ...  Therefore, there is a strong need for objective home-based monitoring systems to 310 provide feedback to both doctors and patients.  ... 
doi:10.1101/2021.02.01.21250939 fatcat:hrilm4tumbayhaojeansjpjmam
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