Please use this identifier to cite or link to this item: https://ahro.austin.org.au/austinjspui/handle/1/20953
Title: Finding the Intersection of Neuroplasticity, Stroke Recovery, and Learning: Scope and Contributions to Stroke Rehabilitation.
Austin Authors: Carey, Leeanne;Walsh, Alistair;Adikari, Achini;Goodin, Peter;Alahakoon, Damminda;De Silva, Daswin;Ong, Kok-Leong;Nilsson, Michael;Boyd, Lara
Affiliation: LKC School of Medicine, Nanyang Technological University (NTU), 308232, Singapore
Research Centre for Data Analytics and Cognition, La Trobe University, Bundoora, VIC 3086, Australia
Occupational Therapy, School of Allied Health, Human Sciences and Sport, College of Science, Health and Engineering, La Trobe University, Bundoora, VIC 3086, Australia
Faculty of Health and Medicine and Centre for Rehab Innovations, The University of Newcastle, Callaghan NSW 2308, Australia
Neurorehabilitation and Recovery, Stroke Division, The Florey Institute of Neuroscience and Mental Health, Heidelberg, Victoria, Australia
Department of Medicine and Neurology, Melbourne Brain Centre, Royal Melbourne Hospital, Parkville, VIC 3050, Australia
Djavad Mowafaghian Centre for Brain Health, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada V6T 1Z3..
Issue Date: 2-May-2019
metadata.dc.date: 2019
Publication information: Neural plasticity 2019; 2019: 5232374
Abstract: Neural plastic changes are experience and learning dependent, yet exploiting this knowledge to enhance clinical outcomes after stroke is in its infancy. Our aim was to search the available evidence for the core concepts of neuroplasticity, stroke recovery, and learning; identify links between these concepts; and identify and review the themes that best characterise the intersection of these three concepts. We developed a novel approach to identify the common research topics among the three areas: neuroplasticity, stroke recovery, and learning. A concept map was created a priori, and separate searches were conducted for each concept. The methodology involved three main phases: data collection and filtering, development of a clinical vocabulary, and the development of an automatic clinical text processing engine to aid the process and identify the unique and common topics. The common themes from the intersection of the three concepts were identified. These were then reviewed, with particular reference to the top 30 articles identified as intersecting these concepts. The search of the three concepts separately yielded 405,636 publications. Publications were filtered to include only human studies, generating 263,751 publications related to the concepts of neuroplasticity (n = 6,498), stroke recovery (n = 79,060), and learning (n = 178,193). A cluster concept map (network graph) was generated from the results; indicating the concept nodes, strength of link between nodes, and the intersection between all three concepts. We identified 23 common themes (topics) and the top 30 articles that best represent the intersecting themes. A time-linked pattern emerged. Our novel approach developed for this review allowed the identification of the common themes/topics that intersect the concepts of neuroplasticity, stroke recovery, and learning. These may be synthesised to advance a neuroscience-informed approach to stroke rehabilitation. We also identified gaps in available literature using this approach. These may help guide future targeted research.
URI: http://ahro.austin.org.au/austinjspui/handle/1/20953
DOI: 10.1155/2019/5232374
ORCID: 0000-0001-6376-8613
0000-0001-8869-3590
0000-0001-5112-5063
0000-0002-8826-1621
0000-0002-2828-4549
PubMed URL: 31191637
Type: Journal Article
Appears in Collections:Journal articles

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