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Ceradini M, Losanno E, Micera S, Bandini A, Orlandi S. Immersive VR for upper-extremity rehabilitation in patients with neurological disorders: a scoping review. J Neuroeng Rehabil 2024; 21:75. [PMID: 38734690 PMCID: PMC11088157 DOI: 10.1186/s12984-024-01367-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND Neurological disorders, such as stroke and chronic pain syndromes, profoundly impact independence and quality of life, especially when affecting upper extremity (UE) function. While conventional physical therapy has shown effectiveness in providing some neural recovery in affected individuals, there remains a need for improved interventions. Virtual reality (VR) has emerged as a promising technology-based approach for neurorehabilitation to make the patient's experience more enjoyable. Among VR-based rehabilitation paradigms, those based on fully immersive systems with headsets have gained significant attention due to their potential to enhance patient's engagement. METHODS This scoping review aims to investigate the current state of research on the use of immersive VR for UE rehabilitation in individuals with neurological diseases, highlighting benefits and limitations. We identified thirteen relevant studies through comprehensive searches in Scopus, PubMed, and IEEE Xplore databases. Eligible studies incorporated immersive VR for UE rehabilitation in patients with neurological disorders and evaluated participants' neurological and motor functions before and after the intervention using clinical assessments. RESULTS Most of the included studies reported improvements in the participants rehabilitation outcomes, suggesting that immersive VR represents a valuable tool for UE rehabilitation in individuals with neurological disorders. In addition, immersive VR-based interventions hold the potential for personalized and intensive training within a telerehabilitation framework. However, further studies with better design are needed for true comparison with traditional therapy. Also, the potential side effects associated with VR head-mounted displays, such as dizziness and nausea, warrant careful consideration in the development and implementation of VR-based rehabilitation programs. CONCLUSION This review provides valuable insights into the application of immersive VR in UE rehabilitation, offering the foundation for future research and clinical practice. By leveraging immersive VR's potential, researchers and rehabilitation specialists can design more tailored and patient-centric rehabilitation strategies, ultimately improving the functional outcome and enhancing the quality of life of individuals with neurological diseases.
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Affiliation(s)
- Matteo Ceradini
- The Biorobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy.
| | - Elena Losanno
- The Biorobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy
- Modular Implantable Neuroprostheses (MINE) Laboratory, Università Vita-Salute San Raffaele & Scuola Superiore Sant'Anna, Milan, Italy
| | - Silvestro Micera
- The Biorobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy
- Modular Implantable Neuroprostheses (MINE) Laboratory, Università Vita-Salute San Raffaele & Scuola Superiore Sant'Anna, Milan, Italy
- Bertarelli Foundation Chair in Translational Neuroengineering, Center for Neuroprosthetics and Institute of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Andrea Bandini
- The Biorobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy
- Modular Implantable Neuroprostheses (MINE) Laboratory, Università Vita-Salute San Raffaele & Scuola Superiore Sant'Anna, Milan, Italy
- Health Science Interdisciplinary Research Center, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Silvia Orlandi
- Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi", University of Bologna, Bologna, Italy
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
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Cerda IH, Therond A, Moreau S, Studer K, Donjow AR, Crowther JE, Mazzolenis ME, Lang M, Tolba R, Gilligan C, Ashina S, Kaye AD, Yong RJ, Schatman ME, Robinson CL. Telehealth and Virtual Reality Technologies in Chronic Pain Management: A Narrative Review. Curr Pain Headache Rep 2024; 28:83-94. [PMID: 38175490 DOI: 10.1007/s11916-023-01205-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2023] [Indexed: 01/05/2024]
Abstract
PURPOSE OF REVIEW This review provides medical practitioners with an overview of the present and emergent roles of telehealth and associated virtual reality (VR) applications in chronic pain (CP) management, particularly in the post-COVID-19 healthcare landscape. RECENT FINDINGS Accumulated evidence points to the efficacy of now well-established telehealth modalities, such as videoconferencing, short messaging service (SMS), and mobile health (mHealth) applications in complementing remote CP care. More recently, and although still in early phases of clinical implementation, a wide range of VR-based interventions have demonstrated potential for improving the asynchronous remote management of CP. Additionally, VR-associated technologies at the leading edge of science and engineering, such as VR-assisted biofeedback, haptic technology, high-definition three-dimensional (HD3D) conferencing, VR-enabled interactions in a Metaverse, and the use of wearable monitoring devices, herald a new era for remote, synchronous patient-physician interactions. These advancements hold the potential to facilitate remote physical examinations, personalized remote care, and innovative interventions such as ultra-realistic biofeedback. Despite the promise of VR-associated technologies, several limitations remain, including the paucity of robust long-term effectiveness data, heterogeneity of reported pain-related outcomes, challenges with scalability and insurance coverage, and demographic-specific barriers to patient acceptability. Future research efforts should be directed toward mitigating these limitations to facilitate the integration of telehealth-associated VR into the conventional management of CP. Despite ongoing barriers to widespread adoption, recent evidence suggests that VR-based interventions hold an increasing potential to complement and enhance the remote delivery of CP care.
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Affiliation(s)
- Ivo H Cerda
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA.
| | - Alexandra Therond
- Department of Psychology, Université du Québec à Montréal, Montréal, QC, Canada
| | - Sacha Moreau
- Massachusetts Institute of Technology, Boston, MA, USA
| | - Kachina Studer
- Department of Earth and Planetary Science, Harvard University, Cambridge, MA, USA
- Department Mechanical Engineering, Cambridge, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | | | - Jason E Crowther
- Department of Anesthesiology and Perioperative Medicine, University of Massachusetts, Worcester, MA, USA
| | - Maria Emilia Mazzolenis
- Paulson School of Engineering and Applied Sciences, John A, Harvard University, Boston, MA, USA
| | - Min Lang
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Reda Tolba
- Pain Management Department in the Anesthesiology Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi, UAE
| | - Christopher Gilligan
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Sait Ashina
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Anesthesiology, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Alan D Kaye
- Department of Anesthesiology, Louisiana State University Health Sciences Center Shreveport, Shreveport, LA, USA
| | - R Jason Yong
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Michael E Schatman
- Department of Anesthesiology, Perioperative Care, and Pain Medicine, NYU Grossman School of Medicine, New York, NY, USA
- Department of Population Health-Division of Medical Ethics, NYU Grossman School of Medicine, New York, NY, USA
| | - Christopher L Robinson
- Department of Anesthesiology, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Leng M, Sun Y, Li C, Han S, Wang Z. Usability Evaluation of a Knowledge Graph-Based Dementia Care Intelligent Recommender System: Mixed Methods Study. J Med Internet Res 2023; 25:e45788. [PMID: 37751241 PMCID: PMC10565620 DOI: 10.2196/45788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 04/21/2023] [Accepted: 08/25/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND Knowledge graph-based recommender systems offer the possibility of meeting the personalized needs of people with dementia and their caregivers. However, the usability of such a recommender system remains unknown. OBJECTIVE This study aimed to evaluate the usability of a knowledge graph-based dementia care intelligent recommender system (DCIRS). METHODS We used a convergent mixed methods design to conduct the usability evaluation, including the collection of quantitative and qualitative data. Participants were recruited through social media advertisements. After 2 weeks of DCIRS use, feedback was collected with the Computer System Usability Questionnaire and semistructured interviews. Descriptive statistics were used to describe sociodemographic characteristics and questionnaire scores. Qualitative data were analyzed systematically using inductive thematic analysis. RESULTS A total of 56 caregivers were recruited. Quantitative data suggested that the DCIRS was easy for caregivers to use, and the mean questionnaire score was 2.14. Qualitative data showed that caregivers generally believed that the content of the DCIRS was professional, easy to understand, and instructive, and could meet users' personalized needs; they were willing to continue to use it. However, the DCIRS also had some shortcomings. Functions that enable interactions between professionals and caregivers and that provide caregiver support and resource recommendations might be added to improve the system's usability. CONCLUSIONS The recommender system provides a solution to meet the personalized needs of people with dementia and their caregivers and has the potential to substantially improve health outcomes. The next step will be to optimize and update the recommender system based on caregivers' suggestions and evaluate the effect of the application.
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Affiliation(s)
- Minmin Leng
- Department of Nursing, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Nursing, Peking University, Beijing, China
| | - Yue Sun
- School of Nursing, Peking University, Beijing, China
| | - Ce Li
- Department of Cardiac Adult Postoperative Surgical Recovery Room, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, Beijing, China
| | - Shuyu Han
- School of Nursing, Peking University, Beijing, China
| | - Zhiwen Wang
- School of Nursing, Peking University, Beijing, China
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Arcos-Holzinger M, Biebl JT, Storz C, Gutmann M, Azad SC, Holzapfel BM, Kraft E. Virtual reality in managing Complex Regional Pain Syndrome (CRPS): a scoping review. Front Neurol 2023; 14:1069381. [PMID: 37745669 PMCID: PMC10513177 DOI: 10.3389/fneur.2023.1069381] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Background Complex Regional Pain Syndrome (CRPS) is a severe pain disorder that does not yet have a specific treatment. Patients with CRPS not only suffer from a wide range of symptoms that affect their quality of life but also present psychological affections to the way they see their body and specifically their affected limb. Virtual Reality (VR) modalities have become a targeted treatment for chronic pain and in the case of CRPS, may be a valuable approach to the mechanisms that affect these patients. Objectives Using the PRISMA Scoping Review guidelines, we intend to uncover the key information from the studies available about VR modalities in the treatment of CRPS. We focus on the improvement of pain levels, body perception disturbances (BPD), and limb movement/daily function. Results Our search strategy resulted in 217 articles from PubMed. Twenty were assessed for eligibility and seven were included in the final qualitative synthesis. Of these seven articles, we included a clinical trial, three pilot studies, a blinded randomized controlled trial, a crossover double-blind trial, and a randomized controlled trial. These studies provide important subjective patient findings, along with some statistically significant results in the experiences of VR therapies modulating pain, BPD, and improving limb movement/daily function. However, not all the studies included statistical analysis, and there are contradicting data found from some patients that did not perceive any improvement from VR therapies. Conclusions We describe the results found in 7 articles that focus on the treatment of CRPS with VR modalities. Overall, the articles have various limitations, but the strategies related to immersive virtual reality, cardiac signaling, body switching and limb modulation have shown the most promising results for pain reduction and BPD improvement. These strategies reflect on pathophysiological mechanisms that are hypothesized to be affected in CRPS patients leading to the chronic pain and BPD that they experience. Not much evidence was found for improvement in limb movement and daily function. This review is a pathway for future studies on this topic and a more extensive data synthesis when more information is available.
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Affiliation(s)
- Mauricio Arcos-Holzinger
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
- Facultad de Medicina, Universidad CES, Medellin, Colombia
| | - Johanna Theresia Biebl
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
| | - Claudia Storz
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
| | - Marcus Gutmann
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
| | - Shahnaz Christina Azad
- Department of Anaesthesiology, University Hospital, LMU Munich, Munich, Germany
- Interdisciplinary Pain Unit, University Hospital, LMU Munich, Munich, Germany
| | - Boris Michael Holzapfel
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
| | - Eduard Kraft
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany
- Interdisciplinary Pain Unit, University Hospital, LMU Munich, Munich, Germany
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Matthie NS, Giordano NA, Jenerette CM, Magwood GS, Leslie SL, Northey EE, Webster CI, Sil S. Use and efficacy of virtual, augmented, or mixed reality technology for chronic pain: a systematic review. Pain Manag 2022; 12:859-878. [PMID: 36098065 PMCID: PMC9517958 DOI: 10.2217/pmt-2022-0030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 08/24/2022] [Indexed: 01/11/2023] Open
Abstract
Aim: Characterize use and efficacy/effectiveness of virtual, augmented, or mixed reality (VR/AR/MR) technology as non-pharmacological therapy for chronic pain. Methods: Systematic search of 12 databases to identify empirical studies, of individuals who experience chronic pain or illness involving chronic pain, published between 1990 and 2021. JBI Critical Appraisal Checklists assessed study bias and a narrative synthesis was provided. Results: 46 studies, investigating a total of 1456 participants and including 19 randomized controlled trials (RCT), were reviewed. VR/AR/MR was associated with improved pain-related outcomes in 78% of the RCTs. Conclusion: While most studies showed effects immediately or up to one month post treatment, RCTs are needed to further evaluate VR/AR/MR, establish long-term benefits, and assess accessibility, especially among individuals who experience pain management disparities.
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Affiliation(s)
- Nadine S Matthie
- Nell Hodgson Woodruff School of Nursing, Emory University; Atlanta, GA 30322, USA
| | - Nicholas A Giordano
- Nell Hodgson Woodruff School of Nursing, Emory University; Atlanta, GA 30322, USA
| | | | - Gayenell S Magwood
- College of Nursing, Medical University of South Carolina; Charleston, SC 29425, USA
| | - Sharon L Leslie
- Woodruff Health Sciences Center Library, Emory University; Atlanta, GA 30322, USA
| | - Emily E Northey
- Nell Hodgson Woodruff School of Nursing, Emory University; Atlanta, GA 30322, USA
| | | | - Soumitri Sil
- School of Medicine, Emory University; Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta; Atlanta, GA 30322, USA
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Long JC, Best S, Nic Giolla Easpaig B, Hatem S, Fehlberg Z, Christodoulou J, Braithwaite J. Needs of people with rare diseases that can be supported by electronic resources: a scoping review. BMJ Open 2022; 12:e060394. [PMID: 36581982 PMCID: PMC9438091 DOI: 10.1136/bmjopen-2021-060394] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
OBJECTIVES Rare diseases are characterised by low incidence, often with little evidence for effective treatments. Isolated patients and specialist centres for rare diseases are increasingly connected, thanks to the internet. This scoping review aimed to identify issues facing people with a rare disease that authors report may be addressed by electronic resources (mobile applications, websites, social media platforms, telehealth and online portals). DESIGN Scoping review guided by the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. DATA SOURCES Medline, Embase and PsycInfo were searched, supplemented by hand searches of selected journals, in July 2021. ELIGIBILITY CRITERIA Peer-reviewed literature in English was searched using terms for rare disease (incidence <1:2000), electronic modalities (eg, mobile phone) and patient support terms. No date limit was set. Conference abstracts were included. DATA EXTRACTION AND SYNTHESIS Data extracted: rare disease/group of diseases, name of the e-resource, need identified in the patient cohort, features of the e-resource, any other findings or observations of interest. From this, a framework was developed synthesising features across diseases and resources. RESULTS Seventy-two papers were found (from 383). Fifty-six electronic resources were described in 64 papers, while 12 papers were exploratory studies. Cystic fibrosis (n=28) was the most frequently addressed, followed by haemophilia (n=16).Four domains and 23 subdomains of needs were extracted from the papers. The domains of needs were: support for self-management, access to high-quality information, access to appropriate specialist services, and social support. Subdomains are sometimes related to needs of individual rare diseases (eg, social isolation due to infection risk in people with cystic fibrosis). Fifteen electronic resources were identified that supported parents of children with rare disorders. CONCLUSIONS While it can be argued that rare diseases, per se, may be no less distressing or onerous to care for than a high prevalence disease, rare diseases have unique features: the lengthy odyssey to find a diagnosis, then appropriate specialists, the lack of evidence around effective treatments, guidelines or access to knowledgeable general health service providers. Designers of electronic resources are urged to consult key stakeholders to enhance the effectiveness and usability of resources for people with a rare disease.
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Affiliation(s)
- Janet C Long
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Stephanie Best
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- Australian Genomics, Murdoch Childrens Research Institute, Parkville, Victoria, Australia
| | - Bróna Nic Giolla Easpaig
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Sarah Hatem
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Zoe Fehlberg
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- Australian Genomics Health Alliance, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - John Christodoulou
- Brain and Mitochondrial Research Group, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Paediatrics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jeffrey Braithwaite
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
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