scholarly journals Wearable sensors and machine learning in post-stroke rehabilitation assessment: A systematic review

2022 ◽  
Vol 71 ◽  
pp. 103197
Author(s):  
Issam Boukhennoufa ◽  
Xiaojun Zhai ◽  
Victor Utti ◽  
Jo Jackson ◽  
Klaus D. McDonald-Maier
Stroke ◽  
2012 ◽  
Vol 43 (suppl_1) ◽  
Author(s):  
Matthew Meyer ◽  
Robert Teasell ◽  
Amardeep Thind ◽  
John Koval ◽  
Mark Speechley

Background and Purpose Early supported discharge (ESD) post stroke has been demonstrated as a cost-effective strategy for provision of rehabilitation to eligible patients. However, consensus on which patients are best-suited for ESD has yet to be established. This systematic review was designed to retrieve information on patients included in all published, peer-reviewed literature pertaining to ESD for post-stroke rehabilitation with the goal of identifying common criteria used to infer candidacy for ESD. Methods A systematic review of the literature was performed in three electronic databases (Medline, Embase, CINAHL) for peer-reviewed journal articles evaluating ESD for post-stroke rehabilitation published between January 1980 and September 2010. Research studies were considered if 1) they only included patients with primary diagnosis of stroke 2) the intervention under study was outpatient or community-based rehabilitation (ESD) as an alternative to in-hospital rehabilitation and 3) inclusion/ exclusion criteria and/or patient data at time of discharge to the community were reported. Information about study design, inclusion/exclusion criteria, discharge patient data and study results were collected. Results In total, 612 journal articles were screened and 20 were included for further assessment. No consensus on ESD suitability could be derived from the identified studies. Interventions under study ranged from organized in-home rehabilitation to “hospital at home” where therapy was provided by family members. On average, 34.7% (13%-70%) of patients screened for ESD candidacy were identified as suitable, but little consistency in screening procedures or criteria were noted. Recruitment generally took place within the first week post stroke but extended to as many as 4 weeks post stroke, while the average day of discharge into an ESD program ranged from 1 to as many as 42 days post stroke. Nine articles reported information about patient’s functional level within 48 hours of discharge to ESD, however, 27 different measures of patient function were reported. Conclusions Most research to date suggests that ESD is an effective strategy for providing rehabilitation to patients post-stroke. However, based on current research it is not possible to derive definitive criteria by which candidates for ESD can be identified. Future research is warranted.


2011 ◽  
Vol 33 (25-26) ◽  
pp. 2620-2632 ◽  
Author(s):  
Gemma Kitsos ◽  
Dawn Harris ◽  
Michael Pollack ◽  
Isobel J. Hubbard

2019 ◽  
Vol 13 ◽  
Author(s):  
Bin Shi ◽  
Xiaofeng Chen ◽  
Zan Yue ◽  
Shuai Yin ◽  
Qipeng Weng ◽  
...  

Author(s):  
Bernadetta Germia Aridamayanti ◽  
Gevi Melliya Sari ◽  
Wimar Anugrah Romadhon

Background: Motor Imagery (MI) is an intervention to improve motor skills in post stroke hemiparesis patients by focusing on weak body parts. Objective: To describe the effectiveness of providing MI in the rehabilitation of post stroke patients. Method: The database used to identify suitable articles obtained from Scopus, ProQuest and Pubmed was limited to the last 5 years of publication from 2016 to 2020, English, and fulltext articles. The literature review used the keyword "Motor Imagery" AND "Stroke Rehabilitation". In searching articles used "AND". Only 8 articles met the inclusion criteria. This review was from these 8 articles. Results: MI has effectiveness in cognitive, sensory and motor post-stroke patients by stimulating neuroplasticity in various areas of the brain so that it accelerates the increase in O2, glucose and various metabolites that lead to increased regional metabolism through dilation of cerebral arterioles and capillaries. MI which is given routinely will help the recovery of motor function of post-stroke patients and increase patient independence. Conclusion: MI has a lot of effectiveness in the rehabilitation of post stroke patients. Suggestion: MI is considered necessary to be applied in hospitals in Indonesia. Keywords: motor imagery; stroke; rehabilitation ABSTRAK Latar belakang: Motor Imagery (MI) merupakan intervensi untuk meningkatkan keterampilan motorik pada pasien hemiparesis post stroke dengan berfokus pada bagian tubuh yang lemah. Tujuan: Untuk menjabarkan efektivitas pemberian MI pada rehabilitasi pasien post stroke. Metode: Database yang digunakan dalam penelitian ini adalah Scopus, Proquest dan Pubmed terbatas untuk publikasi 5 tahun terakhir dari 2016 hingga 2020, full text article dan berbahasa Inggris. Kata kunci yang digunakan adalah “Motor Imagery” AND “Stroke Rehabilitation”. Systematic review ini menggunakan 8 artikel yang sesuai dengan kriteria inklusi. Hasil: MI memiliki efektivitas pada kognitif, sensorik dan motorik pasien post stroke dengan merangsang neuroplastisitas pada berbagai area otak sehingga memperlancar peningkatan O2, glukosa dan berbagai metabolit yang mengarah ke peningkatan metabolisme regional melalui dilatasi arteriol serebral dan kapiler. Motor Imagery (MI) yang diberikan secara rutin akan membantu pemulihan fungsi motorik pasien post stroke dan meningkatkan kemandirian pasien. Simpulan: MI memiliki banyak efektivitas pada rehabilitasi pasien post stroke Saran: MI dipandang perlu untuk diterapkan di rumah sakit yang ada di Indonesia. Kata kunci: motor imagery; stroke; rehabilitation


Author(s):  
Andrea Zimmermann-Schlatter ◽  
Corina Schuster ◽  
Milo A Puhan ◽  
Ewa Siekierka ◽  
Johann Steurer

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