Literature DB >> 29056899

How Wearable Sensors Can Support Parkinson's Disease Diagnosis and Treatment: A Systematic Review.

Erika Rovini1, Carlo Maremmani2, Filippo Cavallo1.   

Abstract

Background: Parkinson's disease (PD) is a common and disabling pathology that is characterized by both motor and non-motor symptoms and affects millions of people worldwide. The disease significantly affects quality of life of those affected. Many works in literature discuss the effects of the disease. The most promising trends involve sensor devices, which are low cost, low power, unobtrusive, and accurate in the measurements, for monitoring and managing the pathology.
OBJECTIVES: This review focuses on wearable devices for PD applications and identifies five main fields: early diagnosis, tremor, body motion analysis, motor fluctuations (ON-OFF phases), and home and long-term monitoring. The concept is to obtain an overview of the pathology at each stage of development, from the beginning of the disease to consider early symptoms, during disease progression with analysis of the most common disorders, and including management of the most complicated situations (i.e., motor fluctuations and long-term remote monitoring). DATA SOURCES: The research was conducted within three databases: IEEE Xplore®, Science Direct®, and PubMed Central®, between January 2006 and December 2016. STUDY ELIGIBILITY CRITERIA: Since 1,429 articles were found, accurate definition of the exclusion criteria and selection strategy allowed identification of the most relevant papers.
RESULTS: Finally, 136 papers were fully evaluated and included in this review, allowing a wide overview of wearable devices for the management of Parkinson's disease.

Entities:  

Keywords:  Parkinson's disease; early diagnosis; monitoring; motion analysis; motor fluctuations; telemedicine; tremor; wearable sensors

Year:  2017        PMID: 29056899      PMCID: PMC5635326          DOI: 10.3389/fnins.2017.00555

Source DB:  PubMed          Journal:  Front Neurosci        ISSN: 1662-453X            Impact factor:   4.677


  130 in total

1.  Validity of the StepWatch Step Activity Monitor: preliminary findings for use in persons with Parkinson disease and multiple sclerosis.

Authors:  Amy L Schmidt; Melissa L Pennypacker; Aaron H Thrush; Carol I Leiper; Rebecca L Craik
Journal:  J Geriatr Phys Ther       Date:  2011 Jan-Mar       Impact factor: 3.381

2.  Motor facilitation during real-time movement imitation in Parkinson's disease: a virtual reality study.

Authors:  Verónica Robles-García; Pablo Arias; Gabriel Sanmartín; Nelson Espinosa; Julian Flores; Kenneth L Grieve; Javier Cudeiro
Journal:  Parkinsonism Relat Disord       Date:  2013-08-28       Impact factor: 4.891

3.  Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment.

Authors:  Bjoern M Eskofier; Sunghoon I Lee; Jean-Francois Daneault; Fatemeh N Golabchi; Gabriela Ferreira-Carvalho; Gloria Vergara-Diaz; Stefano Sapienza; Gianluca Costante; Jochen Klucken; Thomas Kautz; Paolo Bonato
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2016-08

4.  Survival in Parkinson's disease. Relation with motor and non-motor features.

Authors:  Lonneke M L de Lau; Dagmar Verbaan; Johan Marinus; Jacobus J van Hilten
Journal:  Parkinsonism Relat Disord       Date:  2014-03-12       Impact factor: 4.891

5.  Parkinsonism: onset, progression and mortality.

Authors:  M M Hoehn; M D Yahr
Journal:  Neurology       Date:  1967-05       Impact factor: 9.910

6.  Assessment of tremor activity in the Parkinson's disease using a set of wearable sensors.

Authors:  George Rigas; Alexandros T Tzallas; Markos G Tsipouras; Panagiota Bougia; Evanthia E Tripoliti; Dina Baga; Dimitrios I Fotiadis; Sofia G Tsouli; Spyridon Konitsiotis
Journal:  IEEE Trans Inf Technol Biomed       Date:  2012-01-02

7.  Capturing whole-body mobility of patients with Parkinson disease using inertial motion sensors: expected challenges and rewards.

Authors:  Fariborz Rahimi; Christian Duval; Mandar Jog; Carina Bee; Angela South; Monica Jog; Roderick Edwards; Patrick Boissy
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

8.  Continuous leg dyskinesia assessment in Parkinson's disease -clinical validity and ecological effect.

Authors:  Robert Ramsperger; Stefan Meckler; Tanja Heger; Janet van Uem; Svenja Hucker; Ulrike Braatz; Holm Graessner; Daniela Berg; Yiannos Manoli; J Artur Serrano; Joaquim J Ferreira; Markus A Hobert; Walter Maetzler
Journal:  Parkinsonism Relat Disord       Date:  2016-02-10       Impact factor: 4.891

9.  Using ecological whole body kinematics to evaluate effects of medication adjustment in Parkinson disease.

Authors:  Fariborz Rahimi; Carina Bee; Christian Duval; Patrick Boissy; Roderick Edwards; Mandar Jog
Journal:  J Parkinsons Dis       Date:  2014       Impact factor: 5.568

10.  Objective Gait and Balance Impairments Relate to Balance Confidence and Perceived Mobility in People With Parkinson Disease.

Authors:  Carolin Curtze; John G Nutt; Patricia Carlson-Kuhta; Martina Mancini; Fay B Horak
Journal:  Phys Ther       Date:  2016-05-05
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  74 in total

1.  Development of the Initial Surveys for the All of Us Research Program.

Authors:  Robert M Cronin; Rebecca N Jerome; Brandy Mapes; Regina Andrade; Rebecca Johnston; Jennifer Ayala; David Schlundt; Kemberlee Bonnet; Sunil Kripalani; Kathryn Goggins; Kenneth A Wallston; Mick P Couper; Michael R Elliott; Paul Harris; Mark Begale; Fatima Munoz; Maria Lopez-Class; David Cella; David Condon; Mona AuYoung; Kathleen M Mazor; Steve Mikita; Michael Manganiello; Nicholas Borselli; Stephanie Fowler; Joni L Rutter; Joshua C Denny; Elizabeth W Karlson; Brian K Ahmedani; Christopher J O'Donnell
Journal:  Epidemiology       Date:  2019-07       Impact factor: 4.822

Review 2.  Wearable Sensors to Monitor, Enable Feedback, and Measure Outcomes of Activity and Practice.

Authors:  Bruce H Dobkin; Clarisa Martinez
Journal:  Curr Neurol Neurosci Rep       Date:  2018-10-06       Impact factor: 5.081

Review 3.  Using wearables to assess bradykinesia and rigidity in patients with Parkinson's disease: a focused, narrative review of the literature.

Authors:  Itay Teshuva; Inbar Hillel; Eran Gazit; Nir Giladi; Anat Mirelman; Jeffrey M Hausdorff
Journal:  J Neural Transm (Vienna)       Date:  2019-05-22       Impact factor: 3.575

4.  Towards motor evaluation of Parkinson's Disease Patients using wearable inertial sensors.

Authors:  Vibha Anand; Erhan Bilal; Bryan Ho; John J Rice
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

5.  Association of daily physical activity with cognition and mood disorders in treatment-naive patients with early-stage Parkinson's disease.

Authors:  Hiroo Terashi; Takeshi Taguchi; Yuki Ueta; Hiroshi Mitoma; Hitoshi Aizawa
Journal:  J Neural Transm (Vienna)       Date:  2019-09-30       Impact factor: 3.575

6.  Rotigotine Transdermal Patch: A Review in Parkinson's Disease.

Authors:  James E Frampton
Journal:  CNS Drugs       Date:  2019-07       Impact factor: 5.749

Review 7.  [Remote assessment of idiopathic Parkinson's disease : Developments in diagnostics, monitoring and treatment].

Authors:  U Kleinholdermann; J Melsbach; D J Pedrosa
Journal:  Nervenarzt       Date:  2019-12       Impact factor: 1.214

8.  The BRadykinesia Akinesia INcoordination (BRAIN) Tap Test: Capturing the Sequence Effect.

Authors:  Hasan Hasan; Maggie Burrows; Dilan S Athauda; Bruce Hellman; Ben James; Thomas Warner; Thomas Foltynie; Gavin Giovannoni; Andrew J Lees; Alastair J Noyce
Journal:  Mov Disord Clin Pract       Date:  2019-06-25

9.  Ability of a Set of Trunk Inertial Indexes of Gait to Identify Gait Instability and Recurrent Fallers in Parkinson's Disease.

Authors:  Stefano Filippo Castiglia; Antonella Tatarelli; Dante Trabassi; Roberto De Icco; Valentina Grillo; Alberto Ranavolo; Tiwana Varrecchia; Fabrizio Magnifica; Davide Di Lenola; Gianluca Coppola; Donatella Ferrari; Alessandro Denaro; Cristina Tassorelli; Mariano Serrao
Journal:  Sensors (Basel)       Date:  2021-05-15       Impact factor: 3.576

Review 10.  Wearable Devices for Assessment of Tremor.

Authors:  Basilio Vescio; Andrea Quattrone; Rita Nisticò; Marianna Crasà; Aldo Quattrone
Journal:  Front Neurol       Date:  2021-06-11       Impact factor: 4.003

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