Rehabilitation Outcomes In Patients Research Articles

Wearable Online Freezing of Gait Detection and Cueing System.

This paper presents a real-time wearable system designed to assist Parkinson's disease patients experiencing freezing of gait episodes. The system utilizes advanced machine learning models, including convolutional and recurrent neural networks, enhanced with past sample data preprocessing to achieve high accuracy, efficiency, and robustness. By continuously monitoring gait patterns, the system provides timely interventions, improving mobility and reducing the impact of freezing episodes. This paper explores the implementation of a CNN+RNN+PS machine learning model on a microcontroller-based device. The device operates at a real-time processing rate of 40 Hz and is deployed in practical settings to provide 'on demand' vibratory stimulation to patients. This paper examines the system's ability to operate with minimal latency, achieving an average detection delay of just 261 milliseconds and a freezing of gait detection accuracy of 95.1%. While patients received on-demand stimulation, the system's effectiveness was assessed by decreasing the average duration of freezing of gait episodes by 45%. These preliminarily results underscore the potential of personalized, real-time feedback systems in enhancing the quality of life and rehabilitation outcomes for patients with movement disorders.

Evaluation of Rehabilitation Outcomes in Patients with Chronic Neurological Health Conditions Using a Machine Learning Approach.

Background: Over one billion people worldwide suffer from neurological conditions that cause mobility impairments, often persisting despite rehabilitation. Chronic neurological disease (CND) patients who lack access to continuous rehabilitation face gradual functional decline. The International Classification of Functioning, Disability, and Health (ICF) provides a comprehensive framework for assessing these patients. Objective: This study aims to evaluate the outcomes of a non-hospitalized neuromotor rehabilitation project for CND patients in Italy using the Barthel Index (BI) as the primary outcome measure. The rehabilitation was administered through an Individual Rehabilitation Plan (IRP), tailored by a multidisciplinary team and coordinated by a physiatrist. The IRP involved an initial comprehensive assessment, individualized therapy administered five days a week, and continuous adjustments based on patient progress. The secondary objectives include assessing mental status and sensory and communication functions, and identifying predictive factors for BI improvement using an artificial neural network (ANN). Methods: A retrospective observational study of 128 CND patients undergoing a rehabilitation program between 2018 and 2023 was conducted. Variables included demographic data, clinical assessments (BI, SPMSQ, and SVaMAsc), and ICF codes. Data were analyzed using descriptive statistics, linear regressions, and ANN to identify predictors of BI improvement. Results: Significant improvements in the mean BI score were observed from admission (40.28 ± 29.08) to discharge (42.53 ± 30.02, p < 0.001). Patients with severe mobility issues showed the most difficulty in transfers and walking, as indicated by the ICF E codes. Females, especially older women, experienced more cognitive decline, affecting rehabilitation outcomes. ANN achieved 86.4% accuracy in predicting BI improvement, with key factors including ICF mobility codes and the number of past rehabilitation projects. Conclusions: The ICF mobility codes are strong predictors of BI improvement in CND patients. More rehabilitation sessions and targeted support, especially for elderly women and patients with lower initial BI scores, can enhance outcomes and reduce complications. Continuous rehabilitation is essential for maintaining progress in CND patients.

Effect of kinesiophobia on postoperative rehabilitation outcomes in patients with cervical spondylotic myelopathy: a cross-sectional study

ObjectiveThis study aims to investigate the occurrence of postoperative kinesiophobia in patients with CSM and compare the postoperative recovery of patients with and without kinesiophobia to understand its influence on clinical outcomes in CSM.MethodsBetween November 2020 and November 2022, surgical treatment was performed in the neurosurgical wards of 2 Grade III Class A general public hospitals in the Fujian Province. The demographic and disease data of the patients were collected, and patients were divided into a kinesiophobia group and non-kinesiophobia group according to the Tampa kinesiophobia Scale (TSK). The cervical dysfunction index, cervical Japanese Orthopaedic Association (JOA) rating, self-anxiety rating, and activity of daily living rating scales were collected three months postoperatively. The influence of postoperative kinesiophobia on early rehabilitation was also analysed.ResultsA total of 122 patients were an average age of (55.2 ± 10.3) years included in this study. The average score of kinesophobia after surgery was 41.2 ± 4.5, with an incidence of 75.4%. Multivariate logistic regression analysis showed that age (OR = 1.105, 95% CI = 1.014–1.204), neck disability index (NDI) (OR = 1.268, 95% CI = 1.108–1.451), diabetes mellitus (OR = 0.026, 95% CI = 0.001–0.477), and Japanese Orthopaedic Association (JOA) score (OR = 0.698, 95% CI = 0.526–0.927) were associated with the occurren.ConclusionDoctors should be aware of kinesiophobia in patients with CSM. Education regarding kinesiophobia, strategies to avoid it, and treatment strategies using a multidisciplinary approach can improve recovery outcomes.

Intensive rehabilitation after pelvic and hip fractures: a comparative retrospective study.

Pelvic fracture (PF) is common, especially among older patients, and its prevalence increases over time. In contrast to hip fracture (HF), the literature on rehabilitation after PF is scant, mandating a study of the outcomes of rehabilitation in patients with PF. The present study compared patients who underwent intensive rehabilitation following HF or PF. A retrospective study of patients 65 years of age and older who underwent intensive rehabilitation in the Geriatrics Department. Data were collected on patients with PF, while data on patients with HF were taken from an earlier study. All patients in both groups suffered from low-energy trauma. Rehabilitation outcomes were measured using the Montebello Rehabilitation Factor Score-revised (MRSF-R). 144 PF patients were compared with 138 HF patients. The mean age of the patients in the HF group was 82.5 ± 7.1 compared to 81.5 ± 6.9 in the PF group (p = 0.230). Females comprised 77.5% of the patients in the HF group and 90.3% in the PF group (p = 0.04). All patients in the HF group underwent surgical repair of their fracture, while all patients in the PF group had non-surgical treatment. More patients in the HF sample had a nursing caregiver prior to the fracture (92.0% vs. 60.4%, p < 0.001), had a higher Charlson Co-morbidity Index total score (2.1 ± 1.9 vs. 1.6 ± 1.7, p = 0.13), developed more delirium (21.7% vs. 8.3%, p = 0.16), more infections (29.0% vs. 11.1%, p < 0.002), and more cardiovascular complications (23.9% vs. 5.6%, p < 0.001) during hospitalization. They had longer hospital stays (20.9 ± 7.5 vs. 18.2 ± 7.7 days, p = 0.0007), and had a higher mortality rate (13.8% vs. 6.3%, p = 0.037) over the first year following the fracture than the PF group. A similar rate of patients in both groups (64.5% vs. 60.4%, p = 0.483) had successful intensive rehabilitation. In the PF group only cognitive state was an independent predictor of successful rehabilitation, with each additional point in the Mini Mental State Examination (MMSE) increasing the patient's chance of reaching an MRFS-R score ≥ 50 by 20.5%. Despite slightly different characteristics in the two groups, the results of intensive rehabilitation were similar. Cognitive state was the only independent factor that affected achievement of a better rehabilitation outcome. With the increasing rate of PF, more studies should focus on rehabilitation in this patient population.

The impact of nursing interventions on the rehabilitation outcome of patients after lumbar spine surgery

BackgroundThis study aimed to investigate the impact of nursing interventions on the rehabilitation outcomes of patients after lumbar spine surgery and to provide effective references for future postoperative care for patients undergoing lumbar spine surgery.MethodsThe study included two groups: a control group receiving routine care and an observation group receiving additional comprehensive nursing care. The comprehensive care encompassed postoperative rehabilitation, pain, psychological, dietary management, and discharge planning. The Visual Analogue Scale (VAS), Oswestry Disability Index (ODI), Short-Form 36 (SF-36) Health Survey, self-rating depression scale (SDS) and self-rating anxiety scale(SAS) were used to assess physiological and psychological recovery. Blood albumin, haemoglobin, neutrophil counts, white blood cell counts, red blood cell counts, inflammatory markers (IL-6, IL-10, and IFN-γ) were measured, and the incidence of postoperative adverse reactions was also recorded.ResultsPatients in the observation group exhibited significantly improved VAS, ODI, SF-36, SDS and SAS scores assessments post-intervention compared to the control group (P < 0.05). Moreover, levels of IL-6, IL-10, and IFN-γ were more favorable in the observation group post-intervention (P < 0.05), indicating a reduction in inflammatory response. There was no significant difference in the incidence of postoperative adverse reactions between the groups (P > 0.05), suggesting that the comprehensive nursing interventions did not increase the risk of adverse effects.ConclusionComprehensive nursing interventions have a significant impact on the postoperative recovery outcomes of patients with LSS, alleviating pain, reducing inflammation levels, and improving the overall quality of patient recovery without increasing the patient burden. Therefore, in clinical practice, it is important to focus on comprehensive nursing interventions for patients with LSS to improve their recovery outcomes and quality of life.

Toward Personalized Orthopedic Care: Validation of a Smart Knee Brace

Introduction: Wearable technology offers a promising solution to advance current rehabilitation strategies for post-operative orthopedic care. The aim of this study was to determine the level of agreement and concurrent validity of a smart knee brace compared to the gold standard measurement system GAITRite® for assessing lower limb gait parameters. Methods: Thirty-four healthy participants were fitted with the smart knee brace (Digital Knee®) on their dominant limb. Gait parameters (stride length, stride time, and gait velocity) were measured simultaneously using the Digital Knee® and the GAITRite® electronic walkway. Two walks were performed at a comfortable speed and two at a fast-walking speed. Results: At a comfortable walking speed, stride time was moderately valid (ICC2,1 = 0.66 s), and stride length and gait velocity demonstrated poor validity (ICC2,1 = 0.29; ICC2,1 = 0.41). All gait parameters demonstrated poor validity at a fast-walking speed (ICC2,1 = −0.16 to −0.01). Bias ranged from −0.08 to 0.28, with more clinically acceptable percentage errors at a comfortable walking speed (14.1–30%) versus at a fast-walking speed (26.4–42.6%). Gait velocity and stride length had substantially higher biases in the fast-walking speed compared to the comfortable walking speed (0.28 ± 0.39 m s−1 vs. 0.02 ± 0.21 m s−1; 0.15 ± 0.23 m vs. −0.04 ± 0.17 m). Limits of agreement were considered narrower for stride time compared to stride length and gait velocity. Conclusion: The Digital Knee® is a promising approach to improving post-operative rehabilitation outcomes in patients with osteoarthritis. The Digital Knee® demonstrated good agreement and moderate concurrent validity for measuring gait metrics at a comfortable walking speed. These findings highlight the opportunity of the wearable sensor as an intervention for post-operative orthopedic care. This was a laboratory-based study; thus, further research is required to validate the wearable sensor in real-world contexts and in patients with knee pathologies. Further, refinement of the algorithm for measuring gait metrics at slow- and fast-walking speed with the Digital Knee® is warranted.

Development of an Elderly Care Rehabilitation System Utilizing Machine Learning for Energy Monitoring and Transmission using Wireless Sensor Networks

The combination of robotic exoskeleton systems and machine learning (ML) techniques present great potential for significantly improving rehabilitation outcomes in patients with mobility impairments. This particular study examines whether ML algorithms can predict torque and angular inputs required for joint rotation using electromyography (EMG) data obtained during patient lower-limb rehabilitation. A new exoskeleton was designed for personalized and adaptable assistance in rehabilitation of walking. The predictive power of four different ML models, Artificial Neural Network (ANN), k-Nearest Neighbors (KNN), Decision Trees (DT), and Support Vector Machines (SVM), is evaluated. Of these, the ANN model is the most effective with an accuracy rate of 98.87%, followed by KNN (94.55%), DT (91.2%) and SVM (89.45%). Subsequent patient tests confirm significant improvements in flexion and extension angles of the knee, suggesting improved mobility and restored natural gait mechanics. These results stress the potential uses of ML-enhanced exoskeleton systems in personalised rehabilitation therapy. Proposals for further work include improving model performance, tackling challenges for real-time processing, and evaluating ML performance over the long term as it affects the quality of life in individuals with mobility impairments or changes in their condition over time. This investigation into rehabilitation aims at applying technology-driven solutions to help people regain their freedom and ability to move in a way that pleases them.

Effects of staged rehabilitation training on inflammatory factor levels and red blood cell distribution width followingcardiac valve replacement

BackgroundThe current study was conducted aimed atexploring the effects of staged rehabilitation training on the levels of inflammatory factors and red blood cell distribution in patients who underwent cardiac valve replacement.MethodsA total of 140 patients who underwent cardiac valve replacement at The First Hospital of Hebei Medical University between April 2021 and November 2022 were included in this study. During the postoperative rehabilitation phase, the patients were randomly assigned to either the control group or the experimental group. The experimental group received staged rehabilitation training (n = 70), while the control group received conventional care and rehabilitation suggestions without specialized staged rehabilitation training (n = 70). Informed consent was obtained from all patients prior to theirinclusion in the study. Clinical data of the patients were collected andanalyzed. RDW was measured using an automated blood cell analyzer on postoperative day 1, 14, and 28. Levels ofTNF-α, IL-6 and CRP were measured using ELISA. Quality of life was evaluated usingthe WHOQOL-BREF questionnaire. The effects of postoperative rehabilitation were assessed using the 6MWD test. The occurrence of adverse events in the postoperative periodwas alsoanalyzed.ResultsThere were no significant differences in the general characteristics of the two groups of patients (P > 0.05). On the first day after surgery, no significant differences were seen in RDW between the two groups (P > 0.05). However, on the 14th and 28th day after surgery, the experimental group exhibited a significant reduction in RDW compared to the control group (P < 0.05). On the first day after surgery, the levels of serum TNF-α, IL-6 and CRP were comparable between the two groups (P > 0.05). However, on the 14th and the 28th after surgery, the experimental group showed evidently lower levels of TNF-α, IL-6 and CRP compared to the control group (P < 0.05). The experimental group demonstrated higher scores in the domains of physical health, psychological state, social relationships, and environment in the WHOQOL-BREF questionnaire compared to the control group (P < 0.05). Furthermore, the experimental group exhibited increased average,minimum,maximum walking distances in the6-minute walking test compared to the control group (P < 0.05). There were no significant differences in the incidence of postoperative adverse events between the two groups of patients (P > 0.05).ConclusionStaged rehabilitation training exerteda positive effect on the levels of inflammatory factors and red blood cell distribution in patients following cardiac valve replacement. This type of rehabilitation training facilitated the patient’s recovery process by reducing the inflammatory response and improving the condition of red blood cells. Additionally, it enhanced the quality of life and rehabilitation outcomes for patients.

Comparison of the effects of telescopic glasses and filtered glasses on functional vision rehabilitation outcomes in patients with retinitis pigmentosa

Comparison of the effects of telescopic glasses and filtered glasses on functional vision rehabilitation outcomes in patients with retinitis pigmentosa

Effect of comorbid heart failure assessed by plasma B-type natriuretic peptide level on the activities of daily living in patients with hospitalization-associated disability after aspiration pneumonia.

We investigated the effects of comorbid heart failure on rehabilitation outcomes in patients with hospitalization-associated disability after aspiration pneumonia(AP). This study included 134 patients with hospitalization-associated disability after AP. Patients were classified into heart failure (B-type natriuretic peptide (BNP) ≧100pg/ml, n = 39) and non-heart failure (BNP < 100pg/ml, n = 95) groups, and the rehabilitation outcomes of both groups were compared. Rehabilitation effectiveness was lower in heart failure group than in non-heart failure group (21.1 ± 22.6% vs 36.2 ± 30.8, p < 0.01). The rate of independent walking at discharge in heart failure group (28.2%) was significantly lower than in non-heart failure group (53.7%). Multiple linear regression analysis revealed that age, male, handgrip strength, quadriceps strength, functional oral intake scale, Mini Nutritional Assessment Short Form, and BNP were significantly associated with rehabilitation effectiveness. Results suggest that comorbid heart failure has a negative impact on rehabilitation outcomes in patients with hospital-associated disability after AP.

Association of Baseline Skeletal Muscle Mass Index With Adverse Events and Rehabilitation Outcomes in Patients Admitted for Rehabilitation

ObjectiveTo assess the associations of baseline skeletal muscle mass index (SMI) with adverse events and rehabilitation outcomes in patients admitted for rehabilitation. DesignA retrospective cohort study. ParticipantsThe subjects were 409 patients (mean age, 79 years; men, 167 [41%]) undergoing rehabilitation because of neurologic disease, musculoskeletal disorders, or hospital-associated deconditioning. Patients were divided into 2 groups according to the definition of sarcopenia by the Asian Working Group for Sarcopenia: those with low SMI (<7.0 kg/m2 in men and <5.7 kg/m2 in women) and those with high SMI (≥7.0 kg/m2 in men and ≥5.7 kg/m2 in women). InterventionsNot applicable. Main Outcome MeasuresThe primary outcomes were adverse events including death and acute illness requiring transfer to other hospitals for specialized treatments. The secondary outcomes were rehabilitation outcomes including the efficiency scores (changes in functional independence measure [FIM] score divided by length of stay) of FIM for motor function (FIM-M) and FIM for cognitive function (FIM-C). ResultsOf the 409 patients, 299 (73%) had a low SMI. The adjusted hazard ratio (95% confidence interval) of the low SMI group relative to the high SMI group for adverse events was 2.79 (1.06-7.34). There were no significant differences between the 2 groups in FIM-M efficiency scores [mean ± SD, low SMI group: 0.4 (0.58) vs high SMI group: 0.47 (0.54), P=.3] and FIM-C efficiency scores [mean ± SD, 0.05 (0.14) vs 0.06 (0.2), P=.4]. Multiple linear regression models did not show significant associations between the low SMI group and FIM-M efficiency or FIM-C efficiency scores (β=0.064, P=.3; β=−0.05, P=.4, respectively). ConclusionLow baseline SMI was significantly associated with adverse events but not with rehabilitation outcomes in patients undergoing rehabilitation.

Anemia and Rehabilitation Outcomes in Patients Undergoing Convalescent Rehabilitation

ObjectiveAssessment of the association between anemia and recovery of physical disability in patients with functional impairment. DesignA retrospective cohort study. SettingA convalescent rehabilitation ward. ParticipantsThe subjects were patients undergoing convalescent rehabilitation due to neurologic disease, musculoskeletal disorders, or hospital-associated deconditioning. Patients were classified into 3 groups (no anemia; mild anemia [men: hemoglobin of 11.0-12.9 g/dL; women: hemoglobin of 11.0-11.9 g/dL]; and moderate/severe anemia [hemoglobin < 11.0 g/dL]) based on hemoglobin levels. InterventionsNot applicable. Main Outcome MeasuresThe study outcomes were functional independence measures for motor function (FIM-M) score at discharge, changes in the FIM-M score between hospital admission and discharge, length of stay, and FIM-M efficiency score (change in FIM-M score divided by length of stay). A linear regression model was constructed to explore the association of anemia with the FIM-M efficiency score. As a subgroup analysis, we constructed a linear regression model to explore the association of anemia with the FIM-M efficiency score in patients with or without stroke. ResultsOf 376 consecutive patients with a mean age of 80 years, 258 (69%) had mild or moderate/severe anemia. There were no significant differences between the 3 groups in the FIM-M score at discharge, changes in the FIM-M score, length of stay, and FIM-M efficiency score. A multiple linear regression model showed that the FIM-M efficiency score was not associated with anemia (mild anemia group: β=−0.02, P=.8; moderate/severe anemia group: β=−0.005, P=.9). In the subgroup analysis of patients with or without stroke, the multiple regression model also showed no significant association between anemia and FIM-M efficiency score in each group. ConclusionsAnemia on admission was common among patients in a convalescent rehabilitation ward but was not associated with improvement of FIM-M after rehabilitation.

Intensive Cardiac Rehabilitation Outcomes in Patients with Heart Failure.

Cardiac rehabilitation (CR) has proven to be beneficial for patients with heart failure (HF), potentially reducing morbidity and mortality while improving fitness and psychological outcomes. Intensive cardiac rehabilitation (ICR) represents an emerging form of CR that has demonstrated advantages for patients with various cardiovascular diseases. Nevertheless, the specific outcomes of ICR in patients with HF remain unknown. The purpose of this study is to assess the effectiveness of ICR in patients with HF. This retrospective study involved 12,950 patients who participated in ICR at 46 centers from January 2016 to December 2020. Patients were categorized into two groups: the HF group, comprising 1400 patients (11%), and the non-HF group, consisting of 11,550 patients (89%). The primary endpoints included the ICR completion rate, changes in body mass index (BMI), exercise minutes per week (EMW), and depression scores (CESD). A t-test was employed to compare variables between the two groups. The HF group comprises older patients, with 37% being females (compared to 44% in the non-HF group). The ICR completion rate was higher in the non-HF group. After ICR completion, adjusted analyses revealed that patients without HF demonstrated a greater improvement in BMI. There were no differences in fitness, as measured via EMW, or in depression scores, as measured via CESD, between the two groups. Despite the lower baseline functional status and psychosocial scores of HF patients compared to non-HF patients, patients with HF were able to attain similar or even better functional and psychosocial outcomes after ICR.

Implementing Healing Touch Pilot in an Inpatient Rehabilitation Unit: Reductions in Pain and Anxiety.

Energy-based therapies (EBT) are increasingly being used as comfort measures for hospitalized patients. This article describes the background and process of implementing an EBT healing touch (HT) pilot program in an inpatient rehabilitation unit. The pilot built on knowledge gained in a preliminary EBT pilot in two hospital units to improve rehabilitation patient outcomes and gather additional information to support a fully funded, sustainable rehabilitation EBT program. Thirty-five percent of the rehabilitation patients received HT, most commonly for pain and anxiety, by experienced HT practitioners over the 9-month pilot period. Both HT practitioners' and patients' ratings showed that patients' level of pain and anxiety decreased by approximately two points after the HT experience. Documented patient comments confirmed their positive experience, including comments describing a reduction in anxiety and increased sense of calm.

Effect of Early Versus Late Oral Feeding on Postoperative Complications and Recovery Outcomes for Patients with Esophageal Cancer: A Systematic Evaluation and Meta-Analysis.

This study aimed to systematically evaluate the effect of early oral feeding (EOF) versus late oral feeding (LOF) on postoperative complications and rehabilitation outcomes for patients with esophageal cancer. This study searched relevant literature published up to March 2023 by computer retrieval of PubMed, Embase, The Cochrane Library, and Web of Science. A meta-analysis was performed using Review Manager 5.4 software to compare the effects of EOF and LOF on postoperative complications and recovery outcomes of patients with esophageal cancer. The study included 14 articles, including 9 retrospective studies, 4 randomized controlled trials (RCTs), and 1 prospective study. The 2555 patients included in the study comprised 1321 patients who received EOF and 1234 patients who received LOF. The results of the meta-analysis showed that compared with the LOF group, the EOF group has a shorter time to the first flatus postoperatively (mean difference [MD], - 1.12; 95% confidence interval [CI], (- 1.25 to - 1.00; P < 0.00001), a shorter time to the first defecation postoperatively (MD, - 1.31; 95% CI, - 1.67 to - 0.95;, P < 0.00001], and a shorter hospital stay postoperatively (MD, - 2.87; 95% CI, - 3.84 to - 1.90; P < 0.00001). The two groups did not differ significantly statistically in terms of postoperative anastomotic leakage rate (P = 0.10), postoperative chyle leakage rate (P = 0.10), or postoperative pneumonia rate (P = 0.15). Early oral feeding after esophageal cancer surgery can shorten the time to the first flatus and the first defecation postoperatively, shorten the hospital stay, and promote the recovery of patients. Moreover, it has no significant effect on the incidence of postoperative complications.

Inpatient rehabilitation outcomes in patients with the new diagnosis of COVID-19 tractopathy: a case series.

Retrospective Case Series. Describe the inpatient rehabilitation outcomes of four patients with COVID-19 tractopathy. Olmsted County, Minnesota, United States of America. Retrospective review of medical records was performed to collect patient data. Four individuals (n = 4, 3 men and 1 woman, mean age 58.25 years [range 56-61]) completed inpatient rehabilitation during the COVID-19 pandemic. All presented after COVID-19 infection and were admitted to acute care with progressive paraparesis. None were able to ambulate on admission to acute care. All received extensive evaluations which were largely negative except for mildly elevated CSF protein and MRI findings of longitudinally extensive T2 hyperintensity signal changes in the lateral (n = 3) and dorsal (n = 1) columns. All patients experienced incomplete spastic paraparesis. All patients experienced neurogenic bowel dysfunction; a majority experienced neuropathic pain (n = 3); half experienced impaired proprioception (n = 2); and a minority experienced neurogenic bladder dysfunction (n = 1). Between rehabilitation admission and discharge, the median improvement in lower extremity motor score was 5 (0-28). All patients were discharged home, but only one was a functional ambulator at time of discharge. While the underlying mechanism is yet to be elucidated, in rare cases a COVID-19 infection can lead to a tractopathy, presenting as weakness, sensory deficits, spasticity, neuropathic pain, and neurogenic bladder/bowel. Patients with COVID-19 tractopathy would benefit from inpatient rehabilitation to enhance their functional mobility and independence.

Virtual Reality for Upper Limb Rehabilitation in Patients With Obstetric Brachial Palsy: Systematic Review and Meta-Analysis of Randomized Controlled Trials.

Obstetric brachial palsy (OBP) is a pathology caused by complications during childbirth because of cervical spine elongation, affecting the motor and sensory innervation of the upper limbs. The most common lesion occurs on the C5 and C6 nerve branches, known as Erb-Duchenne palsy. The least common lesion is when all nerve roots are affected (C5-T1), which has the worst prognosis. Virtual reality (VR) is commonly used in neurological rehabilitation for the evaluation and treatment of physical deficits. This systematic review aims to assess the efficacy of VR in the rehabilitation of upper limb function in patients with OBP. A search was performed according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) 2020 guidelines in several scientific databases-PubMed, Web of Science, PEDro, Cochrane, MEDLINE, Scopus, and CINAHL-without language or date restrictions and including articles published up to April 2023. The inclusion criteria were established according to the population, intervention, comparison, outcome, and study (PICOS) design framework: children aged <18 years diagnosed with OBP, VR therapy used in addition to conventional therapy or isolated, VR therapy compared with conventional therapy, outcomes related to OBP rehabilitation therapy, and randomized controlled trials (RCTs). The PEDro scale was used to assess the methodological quality of the RCTs, and the Cochrane Collaboration tool was used to assess the risk of bias. The Review Manager statistical software (version 5.4; The Cochrane Collaboration) was used to conduct the meta-analysis. The results were synthesized through information extraction and presented in tables and forest plots. In total, 5 RCTs were included in this systematic review, with 3 (60%) providing information for the meta-analysis. A total of 138 participants were analyzed. All the studies used semi-immersive or nonimmersive VR systems. The statistical analysis showed no favorable results for all outcomes except for the hand-to-mouth subtest of the Mallet scoring system (functional activity; standardized mean difference -0.97, 95% CI -1.67 to -0.27; P=.007). The evidence for the use of VR therapy for upper limb rehabilitation outcomes in patients with OBP was insufficient to support its efficacy and strongly recommend its use. Nevertheless, scientific literature supports the use of VR technologies for rehabilitation as it provides several advantages, such as enhancing the patient's motivation, providing direct feedback, and focusing the patient's attention during the intervention. Thus, the use of VR for upper limb rehabilitation in patients with OBP is still in its first stages. Small sample sizes; limited long-term analysis; lack of testing of different doses; and absence of International Classification of Functioning, Disability, and Health-related outcomes were present in the included RCTs, so further research is needed to fully understand the potential of VR technologies as a therapeutic approach for patients with OBP. PROSPERO CRD42022314264; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=314264.

Towards comprehensive evaluation of the FLEXotendon glove-III: a case series evaluation in pediatric clinical cases and able-bodied adults.

Injuries involving the nervous system, such as a brachial plexus palsy or traumatic brain injury, can lead to impairment in the functionality of the hand. Assistive robotics have been proposed as a possible method to improve patient outcomes in rehabilitation. The work presented here evaluates the FLEXotendon Glove-III, a 5 degree-of-freedom, voice-controlled, tendon-driven soft robotic hand exoskeleton, with two human subjects with hand impairments and four able-bodied subjects. The FLEXotendon Glove-III was evaluated on four unimpaired subjects, in conjunction with EMG sensor data, to determine the quantitative performance of the glove in applied pinch force, perturbation resistance, and exertion reduction. The exoskeleton system was also evaluated on two subjects with hand impairments, using two standardized hand function tests, the Jebsen-Taylor Hand Function Test and the Toronto Rehabilitation Institute Hand Function Test. The subjects were also presented with three qualitative questionnaires, the Capabilities of Upper Extremities Questionnaire, the Quebec User Evaluation of Satisfaction with Assistive Technology, and the Orthotics Prosthetics User Survey-Satisfaction module. From the previous design, minor design changes were made to the exoskeleton. The quick connect system was redesigned for improved performance, the number of motors was reduced to decrease overall footprint, and the entire system was placed into a compact acrylic case that can be placed into a backpack for increased portability.

Intensive Cardiac Rehabilitation Outcomes In Patients With Heart Failure

Intensive Cardiac Rehabilitation Outcomes In Patients With Heart Failure

Correlations between disease severity and rehabilitation outcomes in patients recovering from covid-19 infection.

Based on long-term follow-up of patients with COVID-19, to evaluate whether the severity of acute COVID-19 infection affects rehabilitation outcomes. Observational cohort study. A total of 61 post-acute COVID-19 patients underwent inpatient and outpatient customized rehabilitation treatment. The severity of acute COVID-19 infection was measured with the World Health Organization Clinical Progression Scale (WHO-CPS). Motor, cognitive, and functional variables were measured using standard and specified scales 6 months or more after acute illness. Of the 61 subjects, 65.6% had severe disease according to WHO-CPS. Significant improvement was found in activities of daily living functions (Functional Independence Measure (FIM) at admission 103.7 ± 18.9 vs FIM at discharge 118.7 ± 6.8) (p < 0.00). Of participants, 88% were able to wean off oxygen completely. A significant correlation was found between higher WHO-CPS, prolonged acute hospitalization, and days of ventilation on the one hand, and lower total and motor FIM at admission, but not with cognitive FIM or Montreal Cognitive Assessment (MoCA). No correlation was found between these parameters and functional level at discharge. The severity of acute COVID-19 infection affects the functional status of survivors at admission to rehabilitation, but, contrary to expectations, not the functional outcomes at discharge. These findings emphasize the importance of customized multidisciplinary rehabilitation programmes for improving the daily functioning and wellbeing of patients with severe COVID-19.