Displaying publications 1 - 20 of 56 in total

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  1. Bin Suliman MA, Hanis TM, Kamdi MKA, Ibrahim MI, Musa KI
    PMID: 36901652 DOI: 10.3390/ijerph20054642
    Many stroke survivors suffer with varying degrees of disability and require assistance. Family members commonly act as informal caregivers, caring for these stroke survivors and ensuring care adherence. However, many caregivers reported a poor quality of life and physical and psychological distress. Due to these issues, multiple studies have been conducted to understand the experience of caregivers, the outcomes of caregiving, and interventional studies among caregivers. This study aims to explore the intellectual landscape of studies on stroke caregivers using bibliometric analysis. Studies with "stroke" and "caregiver" terms in the title were extracted from the Web of Sciences (WOS) database. The resulting publications were analysed using the 'bibliometrix' package in R. There were 678 publications analysed, dating from 1989 to 2022. The USA has the highest number of publications (28.6%), followed by China (12.1%) and Canada (6.1%). The most productive institution, journal and author were The University of Toronto (9.5%), 'Topics in Stroke Rehabilitation' journal (5.8%) and Tamilyn Bakas (3.1%), respectively. Co-occurrences keywords analysis revealed mainstream research on stroke survivors, burden, quality of life, depression, care, and rehabilitation, reflecting the timeless hotspot in the field. This bibliometric analysis helps us understand the current state of stroke caregiver research and its recent developments. This study can be used to evaluate research policies and promote international cooperation.
    Matched MeSH terms: Stroke Rehabilitation*
  2. Langhorne P, Wu O, Rodgers H, Ashburn A, Bernhardt J
    Health Technol Assess, 2017 09;21(54):1-120.
    PMID: 28967376 DOI: 10.3310/hta21540
    BACKGROUND: Mobilising patients early after stroke [early mobilisation (EM)] is thought to contribute to the beneficial effects of stroke unit care but it is poorly defined and lacks direct evidence of benefit.

    OBJECTIVES: We assessed the effectiveness of frequent higher dose very early mobilisation (VEM) after stroke.

    DESIGN: We conducted a parallel-group, single-blind, prospective randomised controlled trial with blinded end-point assessment using a web-based computer-generated stratified randomisation.

    SETTING: The trial took place in 56 acute stroke units in five countries.

    PARTICIPANTS: We included adult patients with a first or recurrent stroke who met physiological inclusion criteria.

    INTERVENTIONS: Patients received either usual stroke unit care (UC) or UC plus VEM commencing within 24 hours of stroke.

    MAIN OUTCOME MEASURES: The primary outcome was good recovery [modified Rankin scale (mRS) score of 0-2] 3 months after stroke. Secondary outcomes at 3 months were the mRS, time to achieve walking 50 m, serious adverse events, quality of life (QoL) and costs at 12 months. Tertiary outcomes included a dose-response analysis.

    DATA SOURCES: Patients, outcome assessors and investigators involved in the trial were blinded to treatment allocation.

    RESULTS: We recruited 2104 (UK, n = 610; Australasia, n = 1494) patients: 1054 allocated to VEM and 1050 to UC. Intervention protocol targets were achieved. Compared with UC, VEM patients mobilised 4.8 hours [95% confidence interval (CI) 4.1 to 5.7 hours; p stroke may be associated with a more favourable outcome.

    FUTURE WORK: These results informed a new trial proposal [A Very Early Rehabilitation Trial - DOSE (AVERT-DOSE)] aiming to determine the optimal frequency and dose of EM.

    TRIAL REGISTRATION: The trial is registered with the Australian New Zealand Clinical Trials Registry number ACTRN12606000185561, Current Controlled Trials ISRCTN98129255 and ISRCTN98129255.

    FUNDING: This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 21, No. 54. See the NIHR Journals Library website for further project information. Funding was also received from the National Health and Medical Research Council Australia, Singapore Health, Chest Heart and Stroke Scotland, Northern Ireland Chest Heart and Stroke, and the Stroke Association. In addition, National Health and Medical Research Council fellowship funding was provided to Julie Bernhardt (1058635), who also received fellowship funding from the Australia Research Council (0991086) and the National Heart Foundation (G04M1571). The Florey Institute of Neuroscience and Mental Health, which hosted the trial, acknowledges the support received from the Victorian Government via the Operational Infrastructure Support Scheme.

    Matched MeSH terms: Stroke Rehabilitation/methods*
  3. Shapi'i A, Mat Zin NA, Elaklouk AM
    Biomed Res Int, 2015;2015:493562.
    PMID: 25815320 DOI: 10.1155/2015/493562
    Brain injury such as traumatic brain injury (TBI) and stroke is the major cause of long-term disabilities in many countries. The increasing rate of brain damaged victims and the heterogeneity of impairments decrease rehabilitation effectiveness and competence resulting in higher cost of rehabilitation treatment. On the other hand, traditional rehabilitation exercises are boring, thus leading patients to neglect the prescribed exercises required for recovery. Therefore, we propose game-based approach to address these problems. This paper presents a rehabilitation gaming system (RGS) for cognitive rehabilitation. The RGS is developed based on a proposed conceptual framework which has also been presented in this paper.
    Matched MeSH terms: Stroke/rehabilitation*
  4. Ab Malik N, Mohamad Yatim S, Abdul Razak F, Lam OLT, Jin L, Li LSW, et al.
    J Oral Rehabil, 2018 Feb;45(2):132-139.
    PMID: 29090475 DOI: 10.1111/joor.12582
    Maintaining good oral hygiene is important following stroke. This study aimed to evaluate the effectiveness of two oral health promotion (OHP) programmes to reduce dental plaque levels following stroke. A multi-centre randomised clinical control trial was conducted among patients hospitalised following stroke in Malaysia. Patients were randomly allocated to two OHP groups: (i) control group who received the conventional method for plaque control-daily manual tooth brushing with a standardised commercial toothpaste, (ii) test group-who received an intense method for plaque control-daily powered tooth brushing with 1% Chlorhexidine gel. Oral health assessments were performed at baseline, at 3 months and 6 months post-intervention. Within- and between-group changes in dental plaque were assessed over time. Regression analyses were conducted on dental plaque levels at 6 months controlling for OHP group, medical, dental and socio-demographic status. The retention rate was 62.7% (54 of 86 subjects). Significant within-group changes of dental plaque levels were evident among the test group (P  .05). Regression analyses identified that baseline plaque levels (adjusted ß = 0.79, P stroke rehabilitation and are of comparable effectiveness. Baseline dental plaque levels and functional dependency level were key factors associated with dental plaque levels at follow-up at 6 months.
    Matched MeSH terms: Stroke Rehabilitation/methods*
  5. Lui SK, Koh MM
    Med J Malaysia, 2019 08;74(4):333-334.
    PMID: 31424044
    Although post-stroke shoulder pain is a common medical complication among the stroke population, pseudotumor deltoideus which is non-malignant is rarely seen. This case report demonstrates a thorough history, physical examination followed by the relevant investigations are essential when managing a common post-stroke complication. We postulate that pseudotumor deltoideus is likely a pre-existing asymptomatic variant in our patient before the stroke and has presented symptomatically after the stroke due to the associated neurological and musculoskeletal impairments. As post-stroke shoulder pain is associated with unfavourable outcomes, it is important to recognise the underlying causes of post-stroke shoulder pain early and institute prompt appropriate treatment.
    Matched MeSH terms: Stroke Rehabilitation*
  6. Bernhardt J, Lindley RI, Lalor E, Ellery F, Chamberlain J, Van Holsteyn J, et al.
    BMJ, 2015 Dec 11;351:h6432.
    PMID: 26658193 DOI: 10.1136/bmj.h6432
    OBJECTIVE: To report the number of participants needed to recruit per baby born to trial staff during AVERT, a large international trial on acute stroke, and to describe trial management consequences.

    DESIGN: Retrospective observational analysis.

    SETTING: 56 acute stroke hospitals in eight countries.

    PARTICIPANTS: 1074 trial physiotherapists, nurses, and other clinicians.

    OUTCOME MEASURES: Number of babies born during trial recruitment per trial participant recruited.

    RESULTS: With 198 site recruitment years and 2104 patients recruited during AVERT, 120 babies were born to trial staff. Births led to an estimated 10% loss in time to achieve recruitment. Parental leave was linked to six trial site closures. The number of participants needed to recruit per baby born was 17.5 (95% confidence interval 14.7 to 21.0); additional trial costs associated with each birth were estimated at 5736 Australian dollars on average.

    CONCLUSION: The staff absences registered in AVERT owing to parental leave led to delayed trial recruitment and increased costs, and should be considered by trial investigators when planning research and estimating budgets. However, the celebration of new life became a highlight of the annual AVERT collaborators' meetings and helped maintain a cohesive collaborative group.

    TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry no 12606000185561.

    DISCLAIMER: Participation in a rehabilitation trial does not guarantee successful reproductive activity.

    Matched MeSH terms: Stroke Rehabilitation*
  7. Mairami FF, Allotey P, Warren N, Mak JS, Reidpath DD
    Disabil Rehabil Assist Technol, 2018 10;13(7):658-664.
    PMID: 28836873 DOI: 10.1080/17483107.2017.1369586
    BACKGROUND: Stroke is a leading cause of disability that limits everyday activities and reduces social participation. Provision of assistive devices helps to achieve independence and social inclusion. However, due to limited resources or a lack of suited objects for their needs, individuals with disabilities in low and middle income countries (LMIC) often do not have access to assistive devices. This has resulted in the creation of purpose built innovative solutions. Methodology and case content: This paper uses a single case derived from a larger ethnographic study of stroke survivors in rural Malaysia to demonstrate the role of assistive devices in shaping stroke recovery and how existing structures can be modified. Second, the concept of affordances in relation to structures within the environment, issues of affordability and accessibility of assistive devices for individuals in LMIC are discussed.

    FINDINGS AND CONCLUSIONS: Stroke recovery involves adapting to new limitations and discovering the support necessary to live life. These changes are influenced by a range of environmental factors. Healthcare professionals need to support stroke patients in identifying challenges and work to find innovative ways to address them. Stroke survivors may benefit from the use of an assistive device beyond its clinical function to participate purposefully in activities of daily living. Implications for Rehabilitation Stroke is a cause of disability that limits everyday activities and reduces social participation. Assistive devices help achieve independence, social inclusion and shape stroke recovery. Individuals with disabilities in low and middle income countries often do not have access to assistive devices and resort to innovative solutions that are purpose built. Stroke recovery involves adapting to new limitations and discovering the support necessary to live life as best as possible.

    Matched MeSH terms: Stroke Rehabilitation/methods*
  8. Goh HT, Chan HY, Abdul-Latif L
    J Neurol Phys Ther, 2015 Jan;39(1):15-22.
    PMID: 25427033 DOI: 10.1097/NPT.0000000000000064
    Noninvasive brain stimulation, including repetitive transcranial magnetic stimulation (rTMS) and transcranial direct current stimulation (tDCS), have gained popularity in the stroke rehabilitation literature. Little is known about the time course and duration of effects of noninvasive brain stimulation on corticospinal excitability in individuals with stroke. We examined the aftereffects of a single session of high-frequency rTMS (5 Hz) and anodal tDCS on corticospinal excitability in the same sample of participants with chronic stroke.
    Matched MeSH terms: Stroke/rehabilitation*
  9. Ahmad Ainuddin H, Romli MH, Hamid TA, Sf Salim M, Mackenzie L
    Front Public Health, 2021;9:611814.
    PMID: 33987161 DOI: 10.3389/fpubh.2021.611814
    Background: Studies on rehabilitation for falls after a stroke remain limited despite its impact being profound. This scenario justifies a deeper understanding of why falls in stroke rehabilitation received less attention. Current investigations on the perception of falls and stroke also proved inadequate. Therefore, this study aims to explore the perceptions and experiences of older Malaysian stroke survivors, spousal caregivers, and healthcare practitioners on falls in stroke rehabilitation. Method: A qualitative study of three focus groups with 18 individuals from one community-based stroke rehabilitation center was conducted. The discussions were audio-recorded, video-recorded, transcribed, summarized, and analyzed using thematic analysis. Results: Three themes emerged from the analysis: (i) perceived factors and consequences of falls after stroke, (ii) physical-based interventions predominate in rehabilitation for falls after stroke, and (iii) the role of home hazards in fall prevention is taken for granted. Although, awareness of falls is high, they are regarded as a peripheral issue in stroke. Rehabilitation interventions such as improved functionality are believed to be adequate and can indirectly prevent falls. Other interventions for fall prevention such as home hazards management are relatively less known. Conclusion: There is a need for more attention regarding home environment risk assessment and intervention among healthcare professionals, and more education for clients and caregivers is required. Although, other stroke interventions may also benefit stroke survivors, falls prevention should be a central component in stroke rehabilitation. As this study focused on a specific population, the findings should be validated with larger populations, and in diverse settings.
    Matched MeSH terms: Stroke Rehabilitation*
  10. Zolkefley MKI, Firwana YMS, Hatta HZM, Rowbin C, Nassir CMNCM, Hanafi MH, et al.
    J Phys Ther Sci, 2021 Jan;33(1):75-83.
    PMID: 33519079 DOI: 10.1589/jpts.33.75
    [Purpose] Understanding the essential mechanisms in post-stroke recovery not only provides important basic insights into brain function and plasticity but can also guide the development of new therapeutic approaches for stroke patients. This review aims to give an overview of how various variables of Magnetic Resonance-Diffusion Tensor Imaging (MR-DTI) metrics of fractional anisotropy (FA) can be used as a reliable quantitative measurement and indicator of corticospinal tract (CST) changes, particularly in relation to functional motor outcome correlation with a Fugl-Meyer assessment in stroke rehabilitation. [Methods] PubMed electronic database was searched for the relevant literature, using key words of diffusion tensor imaging (dti), corticospinal tract, and stroke. [Results] We reviewed the role of FA in monitoring CST remodeling and its role of predicting motor recovery after stroke. We also discussed the mechanism of CST remodeling and its modulation from the value of FA and FMA-UE. [Conclusion] Heterogeneity of post-stroke brain disorganization and motor impairment is a recognized challenge in the development of accurate indicators of CST integrity. DTI-based FA measurements offer a reliable and evidence-based indicator for CST integrity that would aid in predicting motor recovery within the context of stroke rehabilitation.
    Matched MeSH terms: Stroke Rehabilitation
  11. Loo KW, Gan SH
    Int J Stroke, 2012 Feb;7(2):165-7.
    PMID: 22264370 DOI: 10.1111/j.1747-4949.2011.00767.x
    Stroke is one of the top five leading causes of death and one of the top 10 causes for hospitalization in Malaysia. Stroke is also in the top five diseases with the greatest burden of disease, based on disability-adjusted life years. However, prospective studies on stroke in Malaysia are limited. To date, neither the prevalence of stroke nor its incidence nationally has been recorded. Hypertension is the major risk factor for stroke. The mean age of stroke patients in Malaysia is between 54.5 and 62.6 years. Traditional medicine is commonly practiced. With the increasing number of stroke cases annually, more government and nongovernment organizations should be involved in primary and secondary prevention strategies.
    Matched MeSH terms: Stroke/rehabilitation
  12. Loo KW, Gan SH
    Int J Stroke, 2013 Feb;8(2):131-4.
    PMID: 22568853 DOI: 10.1111/j.1747-4949.2012.00806.x
    Based on disability-adjusted life-years, stroke is the second leading cause of death and among the top five diseases with the greatest burden. Although two community-based studies have been conducted to determine the prevalence of stroke in the Philippines, the incidence has not been nationally recorded to date. The prevalence ranged from 1·9% to 6·59%, and 'Wiihabilitation', a rehabilitation stroke therapy, is widely practiced. A clinical trial for stroke rehabilitation using the Chinese Medicine NeuroAid®, which consists of several herbs, is ongoing in many hospitals across the Philippines. Due to their ready availability, phytomedicines are widely used, especially in the rural areas, for the treatment of hypertension, diabetes mellitus, and hypercholesterolemia, which are predisposing factors for stroke in the Philippines. Due to the increasing number of stroke cases annually, the government of the Philippines should emphasize primary and secondary prevention strategies.
    Matched MeSH terms: Stroke/rehabilitation
  13. Manaf H, Justine M, Ting GH, Latiff LA
    Top Stroke Rehabil, 2014 Mar-Apr;21(2):128-36.
    PMID: 24710973 DOI: 10.1310/tsr2102-128
    Little is known about the effects of attentional loading on performance of turning during walking in individuals with stroke.
    Matched MeSH terms: Stroke/rehabilitation*
  14. Mairami FF, Warren N, Allotey PA, Reidpath DD
    Disabil Rehabil, 2020 11;42(22):3189-3198.
    PMID: 30950658 DOI: 10.1080/09638288.2019.1588399
    Purpose: A stroke is a sudden event which may leave individuals and their families ill-prepared to deal with the resultant disability. Several contextual factors can influence the recovery process. These factors, internal and external, exist interactively in the lived experiences of the survivors. The limited availability of rehabilitation centres that are located in urban centres meant that recovery predominately occurred outside of the biomedical health and instead relied upon the resources available to individuals and their families.Methods: A qualitative approach with data from in-depth interviews and observations were used to identify contextual factors that shaped recovery following stroke in a community. Twenty-seven individuals with stroke were drawn from a health and demographic surveillance system in Malaysia.Results: Hope and optimism, coping strategies, motivation and support from family and friends, and the use of alternative and complementary medicine shaped the process of recovery within a context where infrastructure is extremely limited.Conclusion: The identification of factors that facilitate the recovery process provides a background in which health care providers can utilise to improve their understanding of the stroke experience. Such understanding could be instrumental in aiding health professionals to offer the most effective help to their clients.Implications for rehabilitationIdentification of contextual factors provides a background for the understanding of the stroke experience.Incorporation of religion into rehabilitation could support and maintain hope in recovery for the survivors and aid acceptance.A collaboration of healthcare professionals with traditional medicine therapists may prove beneficial for the rehabilitation of stroke survivors in Malaysia.
    Matched MeSH terms: Stroke Rehabilitation*
  15. Hanafi MH, Kassim NK, Ibrahim AH, Adnan MM, Ahmad WMAW, Idris Z, et al.
    Malays J Med Sci, 2018 Mar;25(2):116-125.
    PMID: 30918461 MyJurnal DOI: 10.21315/mjms2018.25.2.12
    Background: Stroke is one of the leading causes of mortality and morbidity in Malaysia. Repetitive transcranial magnetic stimulation (rTMS) is one of the new non-invasive modality to enhance the motor recovery in stroke patients.

    Objectives: This pilot study compared the motor evoked potential (MEP) changes using different settings of rTMS in the post-ischemic stroke patient. The goal of the study is to identify effect sizes for a further trial and evaluate safety aspects.

    Methods: Eight post-stroke patients with upper limb hemiparesis for at least six months duration were studied in a tertiary hospital in Northeast Malaysia. Quasi experimental design was applied and the participants were randomised into two groups using software generated random numbers. One of the two settings: i) inhibitory setting, or ii) facilitatory setting have been applied randomly during the first meeting. The motor evoked potential (MEP) were recorded before and after application of the rTMS setting. A week later, a similar procedure will be repeated but using different setting than the first intervention. Each patient will serve as their own control. Repeated measures ANOVA test was applied to determine the effect sizes for both intervention through the options of partial eta-squared (η2p).

    Result: The study observed large effect sizes (η2p > 0.14) for both rTMS settings in the lesion and non-lesion sides. For safety aspects, no minor or major side effects associated with the rTMS was reported by the participants.

    Conclusions: The partial eta square of MEP value for both rTMS settings (fascilitatory and inhibitory) in both lesion and non-lesion sides represents large effect sizes. We recommend further trial to increase number of sample in order to study the effectiveness of both settings in ischemic stroke patient. Our preliminary data showed both settings may improve the MEP of the upper extremity in the ischemic stroke patient. No significant improvement noted when comparing both settings.

    Matched MeSH terms: Stroke Rehabilitation
  16. Akhavan Hejazi SM, Mazlan M, Abdullah SJ, Engkasan JP
    Singapore Med J, 2015 Feb;56(2):116-9.
    PMID: 25715857
    INTRODUCTION: This study aimed to investigate the direct cost of outpatient care for patients with stroke, as well as the relationship between the aforementioned cost and the sociodemographic and stroke characteristics of the patients.

    METHODS: This was a cross-sectional study involving patients with first-ever stroke who were attending outpatient stroke rehabilitation, and their family members. Participants were interviewed using a structured questionnaire designed to obtain information regarding the cost of outpatient care. Stroke severity was measured using the National Institute of Health Stroke Scale.

    RESULTS: This study comprised 49 patients (28 men, 21 women) with a mean age of 60.2 (range 35-80) years. The mean total cost incurred was USD 547.10 (range USD 53.50-4,591.60), of which 36.6% was spent on attendant care, 25.5% on medical aids, 15.1% on travel expenses, 14.1% on medical fees and 8.5% on out-of-pocket expenses. Stroke severity, age > 70 years and haemorrhagic stroke were associated with increased cost. The mean cost of attending outpatient therapy per patient was USD 17.50 per session (range USD 6.60-30.60), with travelling expenses (41.8%) forming the bulk of the cost, followed by medical fees (38.1%) and out-of-pocket expenses (10.9%). Multiple regression analysis showed that stroke severity was the main determinant of post-stroke outpatient care cost (p < 0.001).

    CONCLUSION: Post-stroke outpatient care costs are significantly influenced by stroke severity. The cost of attendant care was the main cost incurred during the first three months after hospital discharge, while travelling expenses was the main cost incurred when attending outpatient stroke rehabilitation therapy.
    Matched MeSH terms: Stroke Rehabilitation*
  17. Stockley RC, Walker MF, Alt Murphy M, Azah Abd Aziz N, Amooba P, Churliov L, et al.
    Neurorehabil Neural Repair, 2024 Feb;38(2):87-98.
    PMID: 38212946 DOI: 10.1177/15459683231222026
    BACKGROUND: The aim of the International Stroke Recovery and Rehabilitation Alliance is to create a world where worldwide collaboration brings major breakthroughs for the millions of people living with stroke. A key pillar of this work is to define globally relevant criteria for centers that aspire to deliver excellent clinical rehabilitation and generate exceptional outcomes for patients.

    OBJECTIVES: This paper presents consensus work conducted with an international group of expert stroke recovery and rehabilitation researchers, clinicians, and people living with stroke to identify and define criteria and measurable indicators for Centers of Clinical Excellence (CoCE) in stroke recovery and rehabilitation. These were intentionally developed to be ambitious and internationally relevant, regardless of a country's development or income status, to drive global improvement in stroke services.

    METHODS: Criteria and specific measurable indicators for CoCE were collaboratively developed by an international panel of stroke recovery and rehabilitation experts from 10 countries and consumer groups from 5 countries.

    RESULTS: The criteria and associated indicators, ranked in order of importance, focused upon (i) optimal outcome, (ii) research culture, (iii) working collaboratively with people living with stroke, (iv) knowledge exchange, (v) leadership, (vi) education, and (vii) advocacy. Work is currently underway to user-test the criteria and indicators in 14 rehabilitation centers in 10 different countries.

    CONCLUSIONS: We anticipate that use of the criteria and indicators could support individual organizations to further develop their services and, more widely, provide a mechanism by which clinical excellence can be articulated and shared to generate global improvements in stroke care.

    Matched MeSH terms: Stroke Rehabilitation*
  18. Bhuiyan MS, Choudhury IA, Dahari M
    Biol Cybern, 2015 Apr;109(2):141-62.
    PMID: 25491411 DOI: 10.1007/s00422-014-0635-1
    Development of an advanced control system for prostheses (artificial limbs) is necessary to provide functionality, effectiveness, and preferably the feeling of a sound living limb. The development of the control system has introduced varieties of control strategies depending on the application. This paper reviews some control systems used for prosthetics, orthotics, and exoskeletons. The advantages and limitations of different control systems for particular applications have been discussed and presented in a comparative manner to help in deciding the appropriate method for pertinent application.
    Matched MeSH terms: Stroke/rehabilitation
  19. Al-Qazzaz NK, Alyasseri ZAA, Abdulkareem KH, Ali NS, Al-Mhiqani MN, Guger C
    Comput Biol Med, 2021 10;137:104799.
    PMID: 34478922 DOI: 10.1016/j.compbiomed.2021.104799
    Stroke is the second foremost cause of death worldwide and is one of the most common causes of disability. Several approaches have been proposed to manage stroke patient rehabilitation such as robotic devices and virtual reality systems, and researchers have found that the brain-computer interfaces (BCI) approaches can provide better results. Therefore, the most challenging tasks with BCI applications involve identifying the best technique(s) that can reveal the neuron stimulus information from the patients' brains and extracting the most effective features from these signals as well. Accordingly, the main novelty of this paper is twofold: propose a new feature fusion method for motor imagery (MI)-based BCI and develop an automatic MI framework to detect the changes pre- and post-rehabilitation. This study investigated the electroencephalography (EEG) dataset from post-stroke patients with upper extremity hemiparesis. All patients performed 25 MI-based BCI sessions with follow up assessment visits to examine the functional changes before and after EEG neurorehabilitation. In the first stage, conventional filters and automatic independent component analysis with wavelet transform (AICA-WT) denoising technique were used. Next, attributes from time, entropy and frequency domains were computed, and the effective features were combined into time-entropy-frequency (TEF) attributes. Consequently, the AICA-WT and the TEF fusion set were utilised to develop an AICA-WT-TEF framework. Then, support vector machine (SVM), k-nearest neighbours (kNN) and random forest (RF) classification technique were tested for MI-based BCI rehabilitation. The proposed AICA-WT-TEF framework with RF classifier achieves the best results compared with other classifiers. Finally, the proposed framework and feature fusion set achieve a significant performance in terms of accuracy measures compared to the state-of-the-art. Therefore, the proposed methods could be crucial for improving the process of automatic MI rehabilitation and are recommended for implementation in real-time applications.
    Matched MeSH terms: Stroke Rehabilitation*
  20. Rajsic S, Gothe H, Borba HH, Sroczynski G, Vujicic J, Toell T, et al.
    Eur J Health Econ, 2019 Feb;20(1):107-134.
    PMID: 29909569 DOI: 10.1007/s10198-018-0984-0
    OBJECTIVES: Stroke is a leading cause for disability and morbidity associated with increased economic burden due to treatment and post-stroke care (PSC). The aim of our study is to provide information on resource consumption for PSC, to identify relevant cost drivers, and to discuss potential information gaps.

    METHODS: A systematic literature review on economic studies reporting PSC-associated data was performed in PubMed/MEDLINE, Scopus/Elsevier and Cochrane databases, Google Scholar and gray literature ranging from January 2000 to August 2016. Results for post-stroke interventions (treatment and care) were systematically extracted and summarized in evidence tables reporting study characteristics and economic outcomes. Economic results were converted to 2015 US Dollars, and the total cost of PSC per patient month (PM) was calculated.

    RESULTS: We included 42 studies. Overall PSC costs (inpatient/outpatient) were highest in the USA ($4850/PM) and lowest in Australia ($752/PM). Studies assessing only outpatient care reported the highest cost in the United Kingdom ($883/PM), and the lowest in Malaysia ($192/PM). Fifteen different segments of specific services utilization were described, in which rehabilitation and nursing care were identified as the major contributors.

    CONCLUSION: The highest PSC costs were observed in the USA, with rehabilitation services being the main cost driver. Due to diversity in reporting, it was not possible to conduct a detailed cost analysis addressing different segments of services. Further approaches should benefit from the advantages of administrative and claims data, focusing on inpatient/outpatient PSC cost and its predictors, assuring appropriate resource allocation.

    Matched MeSH terms: Stroke Rehabilitation/economics*
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