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Zhang Q, Wei JH, Fu X, Liu X, Li XY, Liu W, Liu ZL, Duan XQ, Zheng B. Can we trust computers to assess the cognition of stroke patients? A systematic review. Front Neurol 2023; 14:1180664. [PMID: 37305744 PMCID: PMC10248476 DOI: 10.3389/fneur.2023.1180664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/09/2023] [Indexed: 06/13/2023] Open
Abstract
Purpose To summarize the classification of computerized cognitive assessment (CCA) tools for assessing stroke patients, to clarify their benefits and limitations, and to reveal strategies for future studies on CCA tools. Methods A literature review was performed using PubMed, Embase, Scopus, JAMA Network, Cochrane Library and PsycINFO databases from January 1st, 2010, to August 1st, 2022. Two authors independently screened the literature following the same criteria, evaluated the study quality, and collected data from the articles. Results A total of 8,697 papers were acquired from the six databases. A total of 74 potentially eligible articles were selected for review. Of these, 29 articles were not relevant to this research, 3 were reviews, 2 were not written in English, and 1 was on an ongoing trial. By screening the references of the reviews, 3 additional articles were included in this study. Thus, a total of 42 articles met the criteria for the review. In terms of the CCA tools analyzed in these studies, they included five types: virtual reality (VR)-based, robot-based, telephone-based, smartphone-based, and computer-based cognitive assessments. Patients' stages of the disease ranged from the subacute phase and rehabilitation phase to the community phase. A total of 27 studies supported the effectiveness of CCA tools, while 22 out of 42 articles mentioned their benefits and 32 revealed areas for future improvement of CCA tools. Conclusions Although the use of CCA tools for assessing the cognition of post-stroke patients is becoming popular, there are still some limitations and challenges of using such tools in stroke survivors. More evidence is thus needed to verify the value and specific role of these tools in assessing the cognitive impairment of stroke patients.
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Affiliation(s)
- Qi Zhang
- Department of Rehabilitation Medicine, Jilin University Second Hospital, Changchun, China
| | | | - Xue Fu
- Changchun University of Chinese Medicine, Changchun, China
| | - Xin Liu
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - Xin-Yi Li
- Department of Rehabilitation Medicine, Jilin University Second Hospital, Changchun, China
| | - Wei Liu
- Department of Rehabilitation Medicine, Jilin University Second Hospital, Changchun, China
| | - Zhong-Liang Liu
- Department of Rehabilitation Medicine, Jilin University Second Hospital, Changchun, China
| | - Xiao-Qin Duan
- Department of Rehabilitation Medicine, Jilin University Second Hospital, Changchun, China
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - Bin Zheng
- Surgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, AB, Canada
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Stroke Recovery Program with Modified Cardiac Rehabilitation Improves Mortality, Functional & Cardiovascular Performance. J Stroke Cerebrovasc Dis 2022; 31:106322. [DOI: 10.1016/j.jstrokecerebrovasdis.2022.106322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 12/14/2021] [Accepted: 01/11/2022] [Indexed: 11/21/2022] Open
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O'Dell MW, Jaywant A, Frantz M, Patel R, Kwong E, Wen K, Taub M, Campo M, Toglia J. Changes in the Activity Measure for Post-Acute Care Domains in Persons With Stroke During the First Year After Discharge From Inpatient Rehabilitation. Arch Phys Med Rehabil 2021; 102:645-655. [PMID: 33440132 DOI: 10.1016/j.apmr.2020.11.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 11/18/2020] [Accepted: 11/25/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To describe functional changes after inpatient stroke rehabilitation using the Activity Measure for Post-Acute Care (AM-PAC), an assessment measure sensitive to change and with a low risk of ceiling effect. DESIGN Retrospective, longitudinal cohort study. SETTING Inpatient rehabilitation unit of an urban academic medical center. PARTICIPANTS Among 433 patients with stroke admitted from 2012-2016, a total of 269 (62%) were included in our database and 89 of 269 patients (33.1%) discharged from inpatient stroke rehabilitation had complete data. Patients with and without complete data were very similar. The group had a mean age of 68.0±14.2 years, National Institutes of Health Stroke Score of 8.0±8.0, and rehabilitation length of stay of 14.7±7.4 days, with 84% having an ischemic stroke and 22.5% having a recurrent stroke. INTERVENTION None. MAIN OUTCOME MEASURES Changes in function across the first year after discharge (DC) were measured in a variety of ways. Continuous mean scores for the basic mobility (BM), daily activity (DA), and applied cognitive domains of the AM-PAC were calculated at and compared between inpatient DC and 6 (6M) and 12 months (12M) post DC. Categorical changes among individuals were classified as "improved," "unchanged," or "declined" between the 3 time points based on the minimal detectable change, (estimated) minimal clinically important difference, and a change ≥1 AM-PAC functional stage (FS). RESULTS For the continuous analyses, the Friedman test was significant for all domains (P≤.002), with Wilcoxon signed-rank test significant for all domains from DC to 6M (all P<.001) but with no change in BM and DA between 6M and 12M (P>.60) and a decline in applied cognition (P=.002). Despite group improvements from DC to 6M, for categorical changes at an individual level 10%-20% declined and 50%-70% were unchanged. Despite insignificant group differences from 6M-12M, 15%-25% improved and 20%-30% declined in the BM and DA domains. CONCLUSIONS Despite group gains from DC to 6M and an apparent "plateau" after 6M post stroke, there was substantial heterogeneity at an individual level. Our results underscore the need to consider individual-level outcomes when evaluating progress or outcomes in stroke rehabilitation.
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Affiliation(s)
- Michael W O'Dell
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York; Department of Rehabilitation Medicine, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, New York, New York.
| | - Abhishek Jaywant
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York; Department of Psychiatry, Weill Cornell Medicine, New York, New York
| | - Megan Frantz
- Kaiser Foundation Rehabilitation Center, Vallejo, California
| | - Ruchi Patel
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York; Department of Rehabilitation Medicine, NewYork-Presbyterian Hospital/Weill Cornell Medical Center, New York, New York
| | - Erica Kwong
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York
| | - Karen Wen
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York
| | - Michael Taub
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York
| | - Marc Campo
- Department of Allied Health and Natural Sciences, Mercy College, Dobbs Ferry, New York
| | - Joan Toglia
- Department of Rehabilitation Medicine, Weill Cornell Medicine, New York, New York; Department of Allied Health and Natural Sciences, Mercy College, Dobbs Ferry, New York
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Abstract
Because health care is being moved to a higher level of accountability, there has been a focus on improving outcomes through improving postacute care. The issues of cost and readmissions to acute care settings are very important, but the focus on patient function has not been foremost. Because of the fact that most postacute care needs are based on functional limitations and that physiatrists are well versed in transitions of care, rehabilitation of patients back to community settings, team building, and leadership, it is appropriate for rehabilitation medicine to take a leadership role in the planning and development of postacute care services in the new integrated healthcare systems that are becoming prevalent in healthcare. This review discusses some of the issues in postacute care, the growth of the integrated health system model, and how there are opportunities and challenges for physiatric leadership to help develop these new models of care.
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Chen Y, Abel KT, Cramer SC, Zheng K, Chen Y. Recovery in My Lens: A Study on Stroke Vlogs. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2018; 2018:1300-1309. [PMID: 30815173 PMCID: PMC6371286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Stroke is a chronic condition and a leading cause of disability. After hospital discharge, patients need to transition into home-based rehabilitation, a long and distressful process. However, they are often ill-prepared to manage recovery at home; and many are socially isolated. There is a growing number of stroke patients who utilize social media platforms, YouTube in particular, to publish video blogs (vlogs) to make their stories heard and to share their rehabilitation experience. In this study, we analyzed 246 such YouTube vlogs to better understand this new form of patient story-telling and its value to vloggers, viewers, as well as healthcare professionals. We found that vlogging helps stroke patients overcome physical and speech constraints to self-journal, and to connect with other people online. Based on these findings, we discuss how future health systems may leverage vlogs to design self-tracking technologies, to generate patient health data, and to offer patient-centered education.
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Affiliation(s)
- Yu Chen
- Department of Informatics, University of California, Irvine, Irvine, California, USA
| | - Kingsley T Abel
- Department of Informatics, University of California, Irvine, Irvine, California, USA
| | - Steven C Cramer
- Department of Neurology, University of California, Irvine, Irvine, California, USA
| | - Kai Zheng
- Department of Informatics, University of California, Irvine, Irvine, California, USA
| | - Yunan Chen
- Department of Informatics, University of California, Irvine, Irvine, California, USA
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Winstein CJ, Stein J, Arena R, Bates B, Cherney LR, Cramer SC, Deruyter F, Eng JJ, Fisher B, Harvey RL, Lang CE, MacKay-Lyons M, Ottenbacher KJ, Pugh S, Reeves MJ, Richards LG, Stiers W, Zorowitz RD. Guidelines for Adult Stroke Rehabilitation and Recovery: A Guideline for Healthcare Professionals From the American Heart Association/American Stroke Association. Stroke 2016; 47:e98-e169. [PMID: 27145936 DOI: 10.1161/str.0000000000000098] [Citation(s) in RCA: 1519] [Impact Index Per Article: 189.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE The aim of this guideline is to provide a synopsis of best clinical practices in the rehabilitative care of adults recovering from stroke. METHODS Writing group members were nominated by the committee chair on the basis of their previous work in relevant topic areas and were approved by the American Heart Association (AHA) Stroke Council's Scientific Statement Oversight Committee and the AHA's Manuscript Oversight Committee. The panel reviewed relevant articles on adults using computerized searches of the medical literature through 2014. The evidence is organized within the context of the AHA framework and is classified according to the joint AHA/American College of Cardiology and supplementary AHA methods of classifying the level of certainty and the class and level of evidence. The document underwent extensive AHA internal and external peer review, Stroke Council Leadership review, and Scientific Statements Oversight Committee review before consideration and approval by the AHA Science Advisory and Coordinating Committee. RESULTS Stroke rehabilitation requires a sustained and coordinated effort from a large team, including the patient and his or her goals, family and friends, other caregivers (eg, personal care attendants), physicians, nurses, physical and occupational therapists, speech-language pathologists, recreation therapists, psychologists, nutritionists, social workers, and others. Communication and coordination among these team members are paramount in maximizing the effectiveness and efficiency of rehabilitation and underlie this entire guideline. Without communication and coordination, isolated efforts to rehabilitate the stroke survivor are unlikely to achieve their full potential. CONCLUSIONS As systems of care evolve in response to healthcare reform efforts, postacute care and rehabilitation are often considered a costly area of care to be trimmed but without recognition of their clinical impact and ability to reduce the risk of downstream medical morbidity resulting from immobility, depression, loss of autonomy, and reduced functional independence. The provision of comprehensive rehabilitation programs with adequate resources, dose, and duration is an essential aspect of stroke care and should be a priority in these redesign efforts. (Stroke.2016;47:e98-e169. DOI: 10.1161/STR.0000000000000098.).
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Friedly J, Akuthota V, Amtmann D, Patrick D. Why disability and rehabilitation specialists should lead the way in patient-reported outcomes. Arch Phys Med Rehabil 2014; 95:1419-22. [PMID: 24732170 DOI: 10.1016/j.apmr.2014.03.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 03/06/2014] [Accepted: 03/11/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Janna Friedly
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA; Comparative Effectiveness, Cost and Outcomes Research Center, University of Washington, Seattle, WA.
| | - Venu Akuthota
- Department of Physical Medicine and Rehabilitation, University of Colorado, Denver, CO
| | - Dagmar Amtmann
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA; University of Washington Center on Outcomes Research in Rehabilitation, Seattle, WA
| | - Donald Patrick
- Seattle Quality of Life Group, University of Washington, Seattle, WA
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