Modern approaches to comprehensive rehabilitation and assessment criteria for medico-social expertise in patients with post-stroke cognitive impairment
- Authors: Galimov A.R.1, Salimov S.R.1, Yagfarova D.R.1, Kochkarova F.A.2, Rakhimova L.Y.1, Nikogosyan A.K.2, Reshulskaya Y.A.2, Balyan S.E.2, Chernenko M.A.2, Ekizyan T.D.2, Rogozhnikova E.D.2, Kharzhiyants A.Y.2, Lagutina V.V.2
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Affiliations:
- Bashkir State Medical University, Ministry of Health of Russia, Ufa, Russian Federation
- Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
- Section: Reviews
- Submitted: 11.11.2025
- Accepted: 17.12.2025
- Published: 17.12.2026
- URL: https://rjmseer.com/1560-9537/article/view/696079
- DOI: https://doi.org/10.17816/MSER696079
- EDN: https://elibrary.ru/RSNTLF
- ID: 696079
Cite item
Abstract
Post-stroke cognitive impairment (PSCI) represents a significant medical and social problem, serving as a factor that contributes to increased disability rates among stroke survivors. Current epidemiological data indicate a high prevalence of PSCI, reaching 96% when comprehensive neuropsychological testing is applied. The socioeconomic burden of PSCI is associated with increased risks of mortality, development of affective disorders, and need for long-term specialized care, along with substantial direct and indirect economic losses (Fragment 7). The objective of this review is to analyze contemporary scientific evidence concerning effective approaches to comprehensive rehabilitation and improvement of medico-social evaluation criteria for patients with PSCI. The authors conducted a literature search in international bibliographic databases including PubMed/Ovid MEDLINE, Science Direct, Google Scholar, and eLIBRARY for publications from 2018–2025, selecting 77 relevant studies for analysis. The analysis of literature data demonstrates that modern rehabilitation of patients with PSCI is based on principles of a multidisciplinary approach integrating methods of cognitive training, controlled physical activity, non-invasive neuromodulation, and psychotherapeutic support. Combined rehabilitation strategies targeting the modulation of neuroplasticity mechanisms demonstrate the highest efficacy. It has been established that the current medico-social evaluation system has systematic limitations in objectively assessing the cognitive component of disability, failing to account for the substantial impact of executive function impairments on parameters of daily activity and work capacity. A promising direction for developing the healthcare system for patients with PSCI involves creating integrated rehabilitation-expert data transfer pathways, implementing standardized neuropsychological diagnostic protocols using validated scales (MoCA, functionally-oriented tests), and modifying medico-social evaluation criteria according to current understanding of PSCI pathogenesis and clinical manifestations. Implementation of these approaches will optimize the effectiveness of rehabilitation programs and enhance the efficacy of medico-social evaluation for patients with PSCI.
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About the authors
Airat R. Galimov
Bashkir State Medical University, Ministry of Health of Russia, Ufa, Russian Federation
Author for correspondence.
Email: airat.galim382@gmail.com
ORCID iD: 0000-0003-4403-0204
SPIN-code: 8742-4109
Scopus Author ID: 294101
cand. med. sci., associate professor; neurologist, forensic medical expert
Russian Federation, 450008, Russia, Ufa, Lenin str. 3Shamil R. Salimov
Bashkir State Medical University, Ministry of Health of Russia, Ufa, Russian Federation
Email: shamil.salimov.011@gmail.com
ORCID iD: 0009-0007-2448-263X
6th year student
Russian Federation, 450008, Russia, Ufa, Lenin str. 3Dilara R. Yagfarova
Bashkir State Medical University, Ministry of Health of Russia, Ufa, Russian Federation
Email: dilara.yagfarova@mail.ru
ORCID iD: 0009-0005-7463-529X
6th year student
Russian Federation, 450008, Russia, Ufa, Lenin str. 3Fatima A. Kochkarova
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: kochkarova.f@bk.ru
ORCID iD: 0009-0002-2493-4046
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneLiliya Y. Rakhimova
Bashkir State Medical University, Ministry of Health of Russia, Ufa, Russian Federation
Email: liliya_rahimova15@mail.ru
ORCID iD: 0009-0000-3765-0187
6th year student
Russian Federation, 450008, Russia, Ufa, Lenin str. 3Anna K. Nikogosyan
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: anna.nikogosyan@list.ru
ORCID iD: 0009-0009-9445-185X
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneYulia A. Reshulskaya
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: jartr02@mail.ru
ORCID iD: 0009-0001-7496-2937
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneSuzanna E. Balyan
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: suzannabalyan883@gmail.com
ORCID iD: 0009-0000-6335-914X
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneMaxim A. Chernenko
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: max12464@mail.ru
ORCID iD: 0009-0000-6722-113X
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneTamara D. Ekizyan
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: tomricochaurelly13@mail.ru
ORCID iD: 0009-0001-5832-9680
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneElizaveta D. Rogozhnikova
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: lizarogozhnikova2016@gmail.com
ORCID iD: 0009-0006-5778-782X
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneAlexandra Yu. Kharzhiyants
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: Xarzhiyyanc@gmail.com
ORCID iD: 0009-0008-0739-8281
6th year student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneValeria V. Lagutina
Rostov State Medical University, Ministry of Health of Russia, Rostov-on-Don, Russian Federation
Email: lagutina2002@list.ru
ORCID iD: 0009-0004-8518-6795
student
Russian Federation, 344022, Russia, Rostov-on-Don, 29 Nakhichevansky LaneReferences
- Antipenko EA, Erokhina MN, Fatkina DA. Post-stroke cognitive and emotional impairment: therapeutic management options. Nervous Diseases. 2020;(4):58–63. doi: 10.24412/2226-0757-2020-12246 EDN: QLGPLJ
- Parfenov VA, Verbitskaya SV. Cognitive impairment and dementia. Medical Council. 2018;(18):10–15. doi: 10.21518/2079-701X-2018-18-10-15 EDN: VLUTFP
- Verbitskaya SV, Parfenov VA, Reshetnikov VA, et al. Post-stroke cognitive impairments (results of a 5-year follow-up). Neurology, Neuropsychiatry, Psychosomatics. 2018;10(1):37–42.
- Lokshina AB, Grishina DA. Issues of management of patients with post-stroke cognitive impairment. Neurology, Neuropsychiatry, Psychosomatics. 2023;15(3):114–120. doi: 10.14412/2074-2711-2023-3-114-120 EDN: EJIFNY
- Emelin AY, Lobzin VY. Criteria for diagnosis and classification of vascular cognitive impairment. Neurology, Neuropsychiatry, Psychosomatics. 2022;14(6):131–138. doi: 10.14412/2074-2711-2022-6-131-138 EDN: LDNFPA
- Lee M, Yeo NY, Ahn HJ, et al. Prediction of post-stroke cognitive impairment after acute ischemic stroke using machine learning. Alzheimer's Research & Therapy. 2023;15:147. doi: 10.1186/s13195-023-01289-4
- Obaid M, Flach C, Marshall I, Wolfe CD, Douiri A. Long-Term Outcomes in Stroke Patients with Cognitive Impairment: A Population-Based Study. Geriatrics. 2020;5(2):32. doi: 10.3390/geriatrics5020032
- Kairatova GK, Khismetova ZA, Zhumanbayeva ZhM, et al. Scientific aspects of patient rehabilitation after stroke. Review literature. Science & Healthcare. 2022;24(2):103–111. doi: 10.34689/SH.2022.24.2.013 EDN: GKTBAQ
- Kumyshev AN, Kicha DI, Goloshchapov-Aksenov RS. Clinical and organizational aspects of medical care for ischemic stroke. Eruditio Juvenium. 2024;12(4):673–688. doi: 10.23888/HMJ2024124673-688 EDN: QFZMYX
- Imaeva AE, Kapustina AV, Kutsenko VA, et al. Social and behavioral risk factors associated with reduced cognitive function among the middle-aged and elderly population of the Russian Federation. Cardiovascular Therapy and Prevention. 2023;22(S8):132–141. doi: 10.15829/1728-8800-2023-3789 EDN: IHILQF
- Zakharov VV. Diagnosis and treatment of vascular cognitive impairments. The Clinician. 2023;17(3):12–21. doi: 10.17650/1818-8338-2023-17-3-K694 EDN: XBXMVY
- Chen H, Shi M, Zhang H, et al. Different Patterns of Functional Connectivity Alterations Within the Default-Mode Network and Sensorimotor Network in Basal Ganglia and Pontine Stroke. Medical Science Monitor. 2019;25:9585–9593. doi: 10.12659/MSM.918185
- Wang Y, Wang C, Wei Y, et al. Abnormal functional connectivities patterns of multidomain cognitive impairments in pontine stroke patients. Human Brain Mapping. 2022;43(15):4676–4688. doi: 10.1002/hbm.25982
- Schellhorn T, Zucknick M, Askim T, et al. Pre-stroke cognitive impairment is associated with vascular imaging pathology: a prospective observational study. BMC Geriatrics. 2021;21(1):362. doi: 10.1186/s12877-021-02327-2
- Yoon B, Yang DW, Hong YJ, et al. Cognitive decline according to amyloid uptake in patients with poststroke cognitive impairment. Medicine. 2021;100(38):e27252. doi: 10.1097/MD.0000000000027252
- Xie Y, Xie L, Kang F, et al. Association between white matter alterations and domain-specific cognitive impairment in cerebral small vessel disease: a meta-analysis of diffusion tensor imaging. Frontiers in Aging Neuroscience. 2022;14:1019088. doi: 10.3389/fnagi.2022.1019088
- Einstad MS, Saltvedt I, Lydersen S, et al. Associations between post-stroke motor and cognitive function: a cross-sectional study. BMC Geriatrics. 2021;21(1):103. doi: 10.1186/s12877-021-02055-7
- Ikromov ShBU, Ergasheva FNK. Modern approaches to the rehabilitation of patients after stroke. Research Focus. 2022;1(1):169–180. doi: 10.5281/zenodo.7156700
- Bogolepova AN, Levin OS. Cognitive rehabilitation of patients with focal brain lesions. S.S. Korsakov journal of neurology and psychiatry. 2020;120(4):115–122. doi: 10.17116/jnevro2020120041115 EDN: HYTCEA
- Prasad KMSSSS, Sahoo DS. Efficacy of metacognitive strategy training on reducing disability of post-stroke survivor: A pilot study. Journal of Advanced Medical Sciences. 2022;55(3):82–90. doi: 10.12982/JAMS.2022.028
- Jaywant A, Mautner L, Waldman R, et al. Feasibility and Acceptability of a Remotely Delivered Executive Function Intervention That Combines Computerized Cognitive Training and Metacognitive Strategy Training in Chronic Stroke. International Journal of Environmental Research and Public Health. 2023;20(9):5714. doi: 10.3390/ijerph20095714
- Faria AL, Latorre J, Silva Cameirão M, Bermúdez i Badia S, Llorens R. Ecologically valid virtual reality-based technologies for assessment and rehabilitation of acquired brain injury: a systematic review. Frontiers in Psychology. 2023;14:1233346. doi: 10.3389/fpsyg.2023.1233346
- Borisova V, Isakova EV, Kotov SV. Cognitive rehabilitation after stroke using non-pharmacological approaches. S.S. Korsakov journal of neurology and psychiatry. 2021;121(12–2):26–32. doi: 10.17116/jnevro202112112226 EDN: BLGZGM
- Liu Y, Chen F, Qin P, et al. Acupuncture treatment vs. cognitive rehabilitation for post-stroke cognitive impairment: a systematic review and meta-analysis of randomized controlled trials. Frontiers in Neurology. 2023;14:1035125. doi: 10.3389/fneur.2023.1035124
- Penna LG, Pinheiro JP, Ramalho SHR, Ribeiro CF. Effects of aerobic physical exercise on neuroplasticity after stroke: systematic review. Arquivos de Neuro-Psiquiatria. 2021;79(9):832–843. doi: 10.1590/0004-282X-ANP-2020-0551
- Hsu CC, Fu TC, Huang SC, Chen CPC, Wang JS. Increased serum brain-derived neurotrophic factor with high-intensity interval training in stroke patients: a randomized controlled trial. Annals of Physical and Rehabilitation Medicine. 2021;64(4):101385. doi: 10.1016/j.rehab.2020.03.010
- Moursy MR, Atteya AA, Zakaria HM, et al. Enhancing Neuroplasticity Post Stroke: The Role of Cognitive–Behavioral Training. Brain Sciences. 2025;15(4):330. doi: 10.3390/brainsci15040330
- Tasseel-Ponche S, Roussel M, Toba MN, et al. Dual-task versus single-task gait rehabilitation after stroke: the protocol of the cognitive-motor synergy multicenter, randomized, controlled superiority trial (SYNCOMOT). Trials. 2023;24(1):172. doi: 10.1186/s13063-023-07138-x
- Yeh TT, Chang KC, Wu CY, Lee YY, Chen PY, Hung JW. Effects and mechanism of the HECT study (hybrid exercise-cognitive trainings) in mild ischemic stroke with cognitive decline: fMRI for brain plasticity, biomarker and behavioral analysis. Contemporary Clinical Trials Communications. 2018;9:164–171. doi: 10.1016/j.conctc.2018.02.003
- Nascimento MdM, Maduro PA, Rios PMB, et al. The Effects of 12-Week Dual-Task Physical–Cognitive Training on Gait, Balance, Lower Extremity Muscle Strength, and Cognition in Older Adult Women: A Randomized Study. International Journal of Environmental Research and Public Health. 2023;20(8):5498. doi: 10.3390/ijerph20085498
- Amorós-Aguilar L, Rodríguez-Quiroga E, Sánchez-Santolaya S, Coll-Andreu M. Effects of Combined Interventions with Aerobic Physical Exercise and Cognitive Training on Cognitive Function in Stroke Patients: A Systematic Review. Brain Sciences. 2021;11(4):473. doi: 10.3390/brainsci11040473
- Khan A, Yuan K, Bao SC, et al. Can transcranial electrical stimulation facilitate post-stroke cognitive rehabilitation? A systematic review and meta-analysis. Frontiers in Rehabilitation Sciences. 2022;3:795737. doi: 10.3389/fresc.2022.795737
- Kim J, Cha B, Lee D, Kim JM, Kim M. Effect of cognition recovery by repetitive transcranial magnetic stimulation on ipsilesional dorsolateral prefrontal cortex in subacute stroke patients. Frontiers in Neurology. 2022;13:823108. doi: 10.3389/fneur.2022.823108
- Li W, Wen Q, Xie YH, et al. Improvement of poststroke cognitive impairment by intermittent theta bursts: A double‐blind randomized controlled trial. Brain and Behavior. 2022;12(6):e2569. doi: 10.1002/brb3.2569
- Li F, Hu F, Liang Y, Liang F, Tan H, Xing S. A randomized controlled study on intermittent theta pulse stimulation for improving cognitive impairment after stroke. Frontiers in Neurology. 2025;16:1608639. doi: 10.3389/fneur.2025.1608639
- Liu YW, Chen ZH, Luo J, et al. Explore combined use of transcranial direct current stimulation and cognitive training on executive function after stroke. Journal of Rehabilitation Medicine. 2021;53(3):jrm00162. doi: 10.2340/16501977-2807
- Hara T, Shanmugalingam A, McIntyre A, Burhan AM. The Effect of Non-Invasive Brain Stimulation (NIBS) on Executive Functioning, Attention and Memory in Rehabilitation Patients with Traumatic Brain Injury: A Systematic Review. Diagnostics. 2021;11(4):627. doi: 10.3390/diagnostics11040627
- Liu Y, Ai Y, Cao J, et al. High-frequency rTMS broadly ameliorates working memory and cognitive symptoms in stroke patients: a randomized controlled trial. Neurorehabilitation and Neural Repair. 2024;38(10):729–741. doi: 10.1177/15459683241270022
- Pisano F, Manfredini A, Castellano A, Caltagirone C, Marangolo P. Does Executive Function Training Impact on Communication? A Randomized Controlled tDCS Study on Post-Stroke Aphasia. Brain Sciences. 2022;12(9):1265. doi: 10.3390/brainsci12091265
- Tereshin AE, Kiryanova VV, Reshetnik DA, et al. Rhythmic transcranial magnetic stimulation with low-intensity running pulsed magnetic field in the rehabilitation of patients with post-stroke cognitive impairment syndrome. Vestnik of the North-Western State Medical University named after I.I. Mechnikov. 2020;12(2):51–62. doi: 10.17816/mechnikov19130
- Zhao B, Yao Y, Gao T. The effect of psychological intervention on the quality of life and rehabilitation outcome of stroke patients with anxiety and depression: A systematic review. Medicine. 2024;103(45):e40439. doi: 10.1097/MD.0000000000040439
- Stolwyk RJ, Mihaljcic T, Wong DK, et al. Post-stroke Cognition is Associated with Stroke Survivor Quality of Life and Caregiver Outcomes: A Systematic Review and Meta-analysis. Neuropsychology Review. 2024;34:1235–1264. doi: 10.1007/s11065-024-09635-5
- Dharma KK, Damhudi D, Yardes N, Haeriyanto S. Increase in the functional capacity and quality of life among stroke patients by family caregiver empowerment program based on adaptation model. International Journal of Nursing Sciences. 2018;5(4):357–364. doi: 10.1016/j.ijnss.2018.09.002
- Sun WJ, Song YY, Wang C, et al. Telerehabilitation for family caregivers of stroke survivors: A systematic review and meta‐analysis. Journal of Nursing Management. 2023;2023:3450312. doi: 10.1155/2023/3450312
- Kazemi A, Azimian J, Mafi M, et al. Caregiver burden and coping strategies in caregivers of older patients with stroke. BMC Psychology. 2021;9(1):51. doi: 10.1186/s40359-021-00556-z
- Kaur H, Nehra A, Chopra S, et al. Development and Validation of a Comprehensive Neuropsychological and Language Rehabilitation for Stroke Survivors: A Home-Based Caregiver-Delivered Intervention Program. Annals of Indian Academy of Neurology. 2020;23(Suppl 2):S116–S122. doi: 10.4103/aian.AIAN_500_20
- Maggio MG, Corallo F, De Francesco M, et al. Understanding the family burden and caregiver role in stroke rehabilitation: insights from a retrospective study. Neurological Sciences. 2024;45(11):5347–5353. doi: 10.1007/s10072-024-07668-5
- Kim JO, Lee SJ, Pyo JS. Effect of acetylcholinesterase inhibitors on post-stroke cognitive impairment and vascular dementia: a meta-analysis. PLoS One. 2020;15(2):e0227820. doi: 10.1371/journal.pone.0227820
- Pang Y, Han Z, Xu C, Meng J, Qi J. Therapeutic effectiveness of Donepezil hydrochloride in combination with butylphthalide for post-stroke cognitive impairment. American Journal of Translational Research. 2024;16(6):2719–2726. doi: 10.62347/CAHC9133
- Liu P, Liu X, Chen J, et al. Butylphthalide combined with donepezil for the treatment of vascular dementia: a meta-analysis. Journal of International Medical Research. 2024;52(3):03000605231223081. doi: 10.1177/03000605231223081
- Sagaro GG, Amenta F. Choline-Containing Phospholipids in Stroke Treatment: A Systematic Review and Meta-Analysis. Journal of Clinical Medicine. 2023;12(8):2875. doi: 10.3390/jcm12082875
- Alsulaimani RA, Quinn TJ. The efficacy and safety of animal-derived nootropics in cognitive disorders: systematic review and meta-analysis. Cerebral Circulation-Cognition and Behavior. 2021;2:100012. doi: 10.1016/j.cccb.2021.100012
- Fanzhou R, Yuding L, Pingchuan L, et al. The role of TNF signaling pathway in post-stroke cognitive impairment: a systematic review. Annals of Medicine. 2025;57(1):2543519. doi: 10.1080/07853890.2025.2543519
- Liu Z, Lu W, Gao L, et al. Protocol of End-PSCI trial: a multicenter, randomized controlled trial to evaluate the effects of DL-3-n-butylphthalide on delayed-onset post stroke cognitive impairment. BMC Neurology. 2022;22(1):435. doi: 10.1186/s12883-022-02957-y
- Lee TH, Uchiyama S, Kusuma Y, et al. A systematic-search-and-review of registered pharmacological therapies investigated to improve neuro-recovery after a stroke. Frontiers in Neurology. 2024;15:1346177. doi: 10.3389/fneur.2024.1346177
- Tynterova AM, Perepelitsa SA, Skalin YE, et al. Diagnosis of psychoemotional and cognitive impairments in the acute period of ischemic stroke. Physical and Rehabilitation Medicine, Medical Rehabilitation. 2021;3(3):270–280. doi: 10.36425/rehab77964 EDN: PVULNQ
- Saeidi Borujeni M, Hosseini SA, Akbarfahimi N, Ebrahimi E. Cognitive orientation to daily occupational performance approach in adults with neurological conditions: A scoping review. Medical Journal of the Islamic Republic of Iran. 2019;33:99. doi: 10.34171/mjiri.33.99
- Samuelsson H, Viken J, Redfors P, et al. Cognitive function is an important determinant of employment amongst young ischaemic stroke survivors with good physical recovery. European Journal of Neurology. 2021;28(11):3692–3701. doi: 10.1111/ene.15014
- An HS, Kim DJ. Effects of activities of daily living-based dual-task training on upper extremity function, cognitive function, and quality of life in stroke patients. Osong Public Health and Research Perspectives. 2021;12(5):304–313. doi: 10.24171/j.phrp.2021.0177
- Musa Salech G, Lillo P, Van der Hiele K, et al. Apathy, executive function, and emotion recognition are the main drivers of functional impairment in behavioral variant of frontotemporal dementia. Frontiers in Neurology. 2022;12:734251. doi: 10.3389/fneur.2021.734251
- Blomgren C, Samuelsson H, Blomstrand C, et al. Long-term performance of instrumental activities of daily living in young and middle-aged stroke survivors—Impact of cognitive dysfunction, emotional problems and fatigue. PLoS One. 2019;14(5):e0216822. doi: 10.1371/journal.pone.0216822
- Sharma R, Mallick D, Llinas RH, Marsh EB. Early post-stroke cognition: in-hospital predictors and the association with functional outcome. Frontiers in Neurology. 2020;11:613607. doi: 10.3389/fneur.2020.613607
- Jaywant A, Arora C, Lussier A, Toglia J. Impaired performance on a cognitively-based instrumental activities of daily living task, the 10-item weekly calendar planning activity, in individuals with stroke undergoing acute inpatient rehabilitation. Frontiers in Neurology. 2021;12:704775. doi: 10.3389/fneur.2021.704775
- Burfein P, Roxbury T, Doig EJ, et al. Return to work for stroke survivors with aphasia: A quantitative scoping review. Neuropsychological Rehabilitation. 2024;35(5):1081–1115. doi: 10.1080/09602011.2024.2381874
- Jaywant A, Arora C, Toglia J. Online awareness of performance on a functional cognitive assessment in individuals with stroke: A case-control study. Neuropsychological Rehabilitation. 2022;32(8):1970–1988. doi: 10.1080/09602011.2022.2050409
- Einstad MS, Schellhorn T, Thingstad P, et al. Neuroimaging markers of dual impairment in cognition and physical performance following stroke: The Nor-COAST study. Frontiers in Aging Neuroscience. 2022;14:1037936. doi: 10.3389/fnagi.2022.1037936
- Lin G, Zhuang C, Shen Z, et al. APT weighted MRI as an effective imaging protocol to predict clinical outcome after acute ischemic stroke. Frontiers in Neurology. 2018;9:901. doi: 10.3389/fneur.2018.00901
- Gaviria E, Eltayeb Hamid AH. Neuroimaging biomarkers for predicting stroke outcomes: A systematic review. Health Science Reports. 2024;7(7):e2221. doi: 10.1002/hsr2.2221
- Maso I, Pinto EB, Monteiro M, et al. A simple hospital mobility scale for acute ischemic stroke patients predicts long-term functional outcome. Neurorehabilitation and Neural Repair. 2019;33(8):614–622. doi: 10.1177/1545968319856894
- Björck A, Matérne M, Arvidsson Lindvall M, Jarl G. Investigating cognitive impairment, biopsychosocial barriers, and predictors of return to daily life among older stroke survivors. Frontiers in Neurology. 2024;15:1403567. doi: 10.3389/fneur.2024.1403567
- Apostolidis K, Kokkotis C, Moustakidis S, et al. Machine Learning Algorithms for the Prediction of Language and Cognition Rehabilitation Outcomes of Post-stroke Patients: A Scoping Review. Human-Centric Intelligent Systems. 2024;4:147–160. doi: 10.1007/s44230-023-00051-1
- Suponeva NA, Yusupova DG, Zhirova ES, et al. Validation of the modified Rankin Scale (mRS) in Russia. Neurology, Neuropsychiatry, Psychosomatics. 2018;10(4):36–39.
- Wong MNK, Cheung MKT, Ng YM, et al. International classification of functioning, disability, and health-based rehabilitation program promotes activity and participation of post-stroke patients. Frontiers in Neurology. 2023;14:1235500. doi: 10.3389/fneur.2023.1235500
- Perin C, Bolis M, Limonta M, et al. Differences in Rehabilitation Needs after Stroke: A Similarity Analysis on the ICF Core Set for Stroke. International Journal of Environmental Research and Public Health. 2020;17(12):4291. doi: 10.3390/ijerph17124291
- Zhang L, Wang J, Zhou H, et al. The effect of body weight-supported Tai Chi Yunshou on upper limb motor function in stroke survivors based on neurobiomechanical analysis: a four-arm, parallel-group, assessors-blind randomized controlled trial protocol. Frontiers in Neurology. 2024;15:1395164. doi: 10.3389/fneur.2024.1395164
- Marotta N, Ammendolia A, Marinaro C, Demeco A, Moggio L, Costantino C. International Classification of Functioning, Disability and Health (ICF) and correlation between disability and finance assets in chronic stroke patients. Acta Biomedica. 2020;91(3):e2020064. doi: 10.23750/abm.v91i3.8968
- Turuzbekova BD. The role of the International Classification of Functioning in early rehabilitation of patients after ischemic stroke in Kyrgyzstan. Bulletin of Science and Practice. 2024;10(11):259–264. doi: 10.33619/2414-2948/108/32 EDN: CSWWIV
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