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1.
PLoS One ; 19(9): e0309408, 2024.
Article in English | MEDLINE | ID: mdl-39325803

ABSTRACT

BACKGROUND AND AIMS: Functional motor disorders (FMD) present a prevalent, yet misunderstood spectrum of neurological conditions characterized by abnormal movements (i.e., functional limb weakness, tremor, dystonia, gait impairments), leading to substantial disability and diminished quality of life. Despite their high prevalence, FMD often face delayed diagnosis and inadequate treatment, resulting in significant social and economic burdens. The old concept of psychological factors as the primary cause (conversion disorder) has been abandoned due to the need for more evidence about their causal role. According to a predictive coding account, the emerging idea is that symptoms and disability may depend on dysfunctions of a specific neural system integrating interoception, exteroception, and motor control. Consequently, symptoms are construed as perceptions of the body's state. Besides the main pathophysiological features (abnormal attentional focus, beliefs/expectations, and sense of agency), the lived experience of symptoms and their resulting disability may depend on an altered integration at the neural level of interoception, exteroception, and motor control. METHODS AND MATERIALS: Our proposal aims to elucidate the pathophysiological mechanisms of FMD through a three-stage research approach. Initially, a large cohort study will collect behavioral, neurophysiological, and MRI biomarkers from patients with FMD and healthy controls, employing eXplainable Artificial Intelligence (XAI) to develop a diagnostic algorithm. Subsequently, validation will occur using patients with organic motor disorders. Finally, the algorithm's prognostic value will be explored post-rehabilitation in one subgroup of patients with FMD. RESULTS: Data collection for the present study started in May 2023, and by May 2025, data collection will conclude. DISCUSSION: Our approach seeks to enhance early diagnosis and prognostication, improve FMD management, and reduce associated disability and socio-economic costs by identifying disease-specific biomarkers. TRIAL REGISTRATION: This trial was registered in clinicaltrials.gov (NCT06328790).


Subject(s)
Biomarkers , Humans , Prognosis , Brain/diagnostic imaging , Brain/physiopathology , Female , Adult , Male , Magnetic Resonance Imaging , Motor Disorders/rehabilitation , Motor Disorders/diagnosis , Motor Disorders/physiopathology , Movement Disorders/rehabilitation , Movement Disorders/diagnosis , Movement Disorders/physiopathology , Conversion Disorder/physiopathology , Conversion Disorder/diagnosis , Conversion Disorder/rehabilitation , Artificial Intelligence , Middle Aged , Quality of Life
2.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 41(4): 833-839, 2024 Aug 25.
Article in Chinese | MEDLINE | ID: mdl-39218611

ABSTRACT

Lower limb exoskeleton rehabilitation robots are used to improve or restore the walking and movement ability of people with lower limb movement disorders. However, the required functions for patients differ based on various diseases. For example, patients with weak muscle strength require power assistance, patients with spinal cord injuries require motion compensation, patients with gait abnormalities require gait correction, and patients with strokes require neural rehabilitation. To design a more targeted lower limb exoskeleton rehabilitation robot for different diseases, this article summarised and compared existing lower limb exoskeleton rehabilitation robots according to their main functions and the characteristics and rehabilitation needs of various lower limb movement disorders. The correlations between the functions of existing devices and diseases were summarised to provide certain references for the development of new lower limb exoskeleton rehabilitation robots.


Subject(s)
Exoskeleton Device , Lower Extremity , Robotics , Spinal Cord Injuries , Stroke Rehabilitation , Humans , Lower Extremity/physiopathology , Robotics/instrumentation , Spinal Cord Injuries/rehabilitation , Stroke Rehabilitation/instrumentation , Stroke Rehabilitation/methods , Gait/physiology , Movement Disorders/rehabilitation , Walking
3.
PLoS One ; 19(7): e0304087, 2024.
Article in English | MEDLINE | ID: mdl-38976710

ABSTRACT

Individuals with neuromuscular disorders display a combination of motor control deficits and lower limb weakness contributing to knee extension deficiency characterized by exaggerated stance phase knee flexion. There is a lack of evidence for long-term improvement of knee extension deficiency with currently available clinical treatment programs. Our previous work testing a wearable robotic exoskeleton with precisely timed assistive torque applied at the knee showed immediate increases in knee extension during walking for children with cerebral palsy, which continued to improve over an acute practice period. When we applied interleaved assistance and resistance to knee extension, we observed improvements in knee extension and increased muscle activation indicating the potential for muscle strengthening when used over time. There is a need for additional, high-quality trials to assess the impact of dosage, intensity and volume of training necessary to see persistent improvement in lower limb function for these patient populations. This randomized crossover study (ClinicalTrials.gov: NCT05726591) was designed to determine whether 12 weeks of overground gait training with a robotic exoskeleton outside of the clinical setting, following an initial in clinic accommodation period, has a beneficial effect on walking ability, muscle activity and overall motor function. Participants will be randomized to either complete the exoskeleton intervention or continue their standard therapy for 12 weeks first, followed by a crossover to the other study component. The primary outcome measure is change in peak knee extension angle during walking; secondary outcome measures include gait speed, strength, and validated clinical scales of motor function and mobility. Assessments will be completed before and after the intervention and at 6 weeks post-intervention, and safety and compliance will be monitored throughout. We hypothesize that the 12-week exoskeleton intervention outside the clinical setting will show greater improvements in study outcome measures than the standard therapy.


Subject(s)
Cross-Over Studies , Exoskeleton Device , Gait , Humans , Child , Gait/physiology , Male , Female , Adolescent , Movement Disorders/rehabilitation , Movement Disorders/physiopathology , Movement Disorders/therapy , Cerebral Palsy/rehabilitation , Cerebral Palsy/physiopathology , Walking/physiology , Exercise Therapy/methods , Exercise Therapy/instrumentation , Robotics/instrumentation , Muscle Strength/physiology
4.
Telemed J E Health ; 30(9): 2419-2430, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38946606

ABSTRACT

Background: People with rare neurological diseases (RNDs) often experience symptoms related to movement disorders, requiring a multidisciplinary approach, including rehabilitation. Telemedicine applied to rehabilitation and symptom monitoring may be suitable to ensure treatment consistency and personalized intervention. The objective of this scoping review aimed to emphasize the potential role of telerehabilitation and teleassessment in managing movement disorders within RNDs. By providing a systematic overview of the available literature, we sought to highlight potential interventions, outcomes, and critical issues. Methods: A literature search was conducted on PubMed, Google Scholar, IEEE, and Scopus up to March 2024. Two inclusion criteria were followed: (1) papers focusing on telerehabilitation and teleassessment and (2) papers dealing with movement disorders in RNDs. Results: Eighteen papers fulfilled the inclusion criteria. The main interventions were home-based software and training programs, exergames, wearable sensors, smartphone applications, virtual reality and digital music players for telerehabilitation; wearable sensors, mobile applications, and patient home video for teleassessment. Key findings revealed positive outcomes in gait, balance, limb disability, and in remote monitoring. Limitations include small sample sizes, short intervention durations, and the lack of standardized protocols. Conclusion: This review highlighted the potential of telerehabilitation and teleassessment in addressing movement disorders within RNDs. Data indicate that these modalities may play a major role in supporting conventional programs. Addressing limitations through multicenter studies, longer-term follow-ups, and standardized protocols is essential. These measures are essential for improving remote rehabilitation and assessment, contributing to an improved quality of life for people with RNDs.


Subject(s)
Movement Disorders , Nervous System Diseases , Rare Diseases , Telerehabilitation , Humans , Movement Disorders/rehabilitation , Rare Diseases/rehabilitation , Nervous System Diseases/rehabilitation , Telemedicine/organization & administration
5.
J Pak Med Assoc ; 74(7): 1342-1344, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39028067

ABSTRACT

The single-arm feasibility study was planned to evaluate the therapeutic effect of hand arm bimanual intensive training in improving the fine and gross motor functions of hand, and in the reduction of intensity with respect to mirror movement disorder. The sample comprised unilateral spastic cerebral palsy children aged 6-16 years who were having mirror movement disorder and were able to make a gross grip. The hand arm bimanual intensive training was provided to the participants for 6 hours per day for 15 days for a total of 90 hours. Comparison of baseline and post-intervention showed that the functional independence level of children had improved, with improvement in unimanual and bimanual hand performance (p˂0.05). However, there was no improvement seen in the severity of mirror movements (p>0.05). Hence, hand arm bimanual intensive training was found to be effective in increasing the functional independence of cerebral palsy children by improving the hand function, but there was no effect on mirror movement disorder.


Subject(s)
Cerebral Palsy , Humans , Cerebral Palsy/rehabilitation , Cerebral Palsy/physiopathology , Child , Male , Female , Adolescent , Feasibility Studies , Hand Strength/physiology , Habits , Exercise Therapy/methods , Hand/physiopathology , Movement Disorders/rehabilitation , Movement Disorders/physiopathology , Movement Disorders/therapy , Treatment Outcome , Motor Skills/physiology
6.
Article in English | MEDLINE | ID: mdl-38948013

ABSTRACT

Background: Information on specialist physiotherapeutic treatment for functional movement disorders is scarce. Previous studies focussed on functional gait disorders and availability of descriptions of the practical application especially for other body regions is very limited. Cases: We present two illustrative cases, demonstrating the key elements of physiotherapy for the treatment of functional movement disorders beyond gait difficulties. The individual applicability of the specific core elements of physiotherapy, adapted to the individual needs of each patient, are described. We also explain, how different sensory stimuli can be used to shift attention away from symptoms and thus reduce them. Moreover, we discuss how patients' agency can be encouraged and how this results in therapy key moments, contributing to a sustained improvement of symptoms. Conclusion: Thus, our case series are intended to guide clinicians and therapists alike, to promote disease-specific physiotherapy for this common and treatable neuropsychiatric disorder.


Subject(s)
Physical Therapy Modalities , Humans , Female , Male , Movement Disorders/therapy , Movement Disorders/physiopathology , Movement Disorders/rehabilitation , Middle Aged , Adult , Upper Extremity/physiopathology
7.
Sensors (Basel) ; 24(13)2024 Jul 01.
Article in English | MEDLINE | ID: mdl-39001051

ABSTRACT

This study aims to integrate a convolutional neural network (CNN) and the Random Forest Model into a rehabilitation assessment device to provide a comprehensive gait analysis in the evaluation of movement disorders to help physicians evaluate rehabilitation progress by distinguishing gait characteristics under different walking modes. Equipped with accelerometers and six-axis force sensors, the device monitors body symmetry and upper limb strength during rehabilitation. Data were collected from normal and abnormal walking groups. A knee joint limiter was applied to subjects to simulate different levels of movement disorders. Features were extracted from the collected data and analyzed using a CNN. The overall performance was scored with Random Forest Model weights. Significant differences in average acceleration values between the moderately abnormal (MA) and severely abnormal (SA) groups (without vehicle assistance) were observed (p < 0.05), whereas no significant differences were found between the MA with vehicle assistance (MA-V) and SA with vehicle assistance (SA-V) groups (p > 0.05). Force sensor data showed good concentration in the normal walking group and more scatter in the SA-V group. The CNN and Random Forest Model accurately recognized gait conditions, achieving average accuracies of 88.4% and 92.3%, respectively, proving that the method mentioned above provides more accurate gait evaluations for patients with movement disorders.


Subject(s)
Deep Learning , Gait , Movement Disorders , Neural Networks, Computer , Humans , Movement Disorders/rehabilitation , Movement Disorders/diagnosis , Movement Disorders/physiopathology , Gait/physiology , Male , Self-Help Devices , Adult , Female , Accelerometry/instrumentation , Accelerometry/methods , Walking/physiology , Monitoring, Physiologic/methods , Monitoring, Physiologic/instrumentation
8.
Rev. neurol. (Ed. impr.) ; 78(6): 139-146, Mar 16, 2024. tab, graf
Article in English, Spanish | IBECS | ID: ibc-231683

ABSTRACT

Introducción: Escasas investigaciones han explorado la influencia de la calidad de vida (CV) y la gravedad de la enfermedad en la actividad física (AF) en pacientes con enfermedad de Parkinson (EP), así como las fuentes de prescripción de AF y consejos para esta población. Este estudio tiene como objetivo ampliar el conocimiento científico sobre estos temas. Pacientes y métodos: Se entrevistó personalmente a 211 pacientes con EP para recopilar datos sobre los niveles de AF con el International Physical Activity Questionnaire-Short Form y la CV con el Parkinson’s Disease Questionnaire-8. Un cuestionario ad hoc recopiló información sobre la gravedad de la enfermedad (etapas de Hoehn y Yahr), los comportamientos de AF y las recomendaciones de AF. Resultados: Se encontraron asociaciones débiles, pero significativas, entre los niveles de AF, la gravedad de la enfermedad (r = –0,218; p = 0,004) y la CV (r = –0,244; p = 0,001). La mayoría de los participantes (85%) recibió asesoramiento sobre AF, principalmente de neurólogos, ya sea en el momento del diagnóstico (52%) o poco después (28%). Antes del inicio de la EP, ~86% participaba en AF, lo que disminuyó al 66% después del diagnóstico. Aproximadamente el 78% informó sobre cambios en la AF, incluida una reducción en la frecuencia (18,4%) y la duración (32,8%), y la caminata era la actividad principal. Conclusiones: La gravedad de la enfermedad y la CV afectan significativamente a los niveles de AF en pacientes con EP. El diagnóstico se asocia con una disminución en la frecuencia y la duración de la AF, y la caminata es la actividad preferida. Los neurólogos aconsejan principalmente sobre AF a las personas con EP. (AU)


Introduction: Limited research has explored the influence of quality of life (QoL) and disease severity on physical activity (PA) in Parkinson’s disease (PD) patients, and the sources of PA prescription and advice for this population. This study aims to expand scientific knowledge on these topics. Patients and methods: Two-hundred eleven PD patients were personally interviewed to collect data on PA levels using the International Physical Activity Questionnaire-Short Form and QoL using the Parkinson’s Disease Questionnaire-8. An ad hoc questionnaire gathered information on disease severity (Hoehn and Yahr stages), PA behaviors, and PA recommendations. Results: Weak but significant associations were found between PA levels, disease severity (r: –0.218; p = 0.004), and QoL (r: –0.244; p = 0.001). Most participants (85%) received PA counselling, predominantly from neurologists, either at diagnosis (52%) or shortly after (28%). Before PD onset, ~86% engaged in PA, decreasing to 66% post-diagnosis. Approximately 78% reported changes in PA, including reduced frequency (18.4%) and duration (32.8%), with walking as the primary activity. Conclusions: Disease severity and QoL significantly affect PA levels in PD patients. Diagnosis is associated with decreased PA frequency and duration, and walking is the preferred activity. Neurologists primarily provide PA advice.(AU)


Subject(s)
Humans , Male , Female , Aged , Aged, 80 and over , Parkinson Disease/rehabilitation , Exercise , Quality of Life , Patient Acuity , Movement Disorders/rehabilitation , Neurology , Nervous System Diseases , Surveys and Questionnaires
9.
Mov Disord Clin Pract ; 11(5): 515-525, 2024 May.
Article in English | MEDLINE | ID: mdl-38385766

ABSTRACT

BACKGROUND: Treatment of functional movement disorder (FMD) should be individualized, yet factors determining rehabilitation engagement have not been evaluated. Subspecialty FMD clinics are uniquely poised to explore factors influencing treatment suitability and triage. OBJECTIVES: To describe our approach and explore factors associated with triage to FMD rehabilitation. METHODS: We conducted a retrospective chart review of 158 consecutive patients with FMD seen for integrated assessment by movement disorders neurology and psychiatry, with the purpose of triage to rehabilitation. Demographic and clinical variables were compared between patients triaged to therapy versus no therapy, and logistic regression was used to explore factors predictive of triage outcome. Change in primary outcome scores were analyzed. RESULTS: Sixty-six patients (42%) were triaged to FMD therapy from July 2019 to December 2021. Patients triaged to therapy were more likely to have a constant movement disorder, gait disorder and/or tremor, hyperarousal, readiness for change, and people pleasing traits. Patients triaged to no therapy demonstrated persistent diagnostic disagreement, an inability to appreciate motor symptom inconsistency, low self-agency, a propensity to dissociate, and cluster B traits. 90% of patients triaged to rehabilitation had improved outcomes. CONCLUSIONS: The ability to "opt-in" to FMD rehabilitation relies on different factors than those relevant to establishing a diagnosis. Unlike many other neurological disorders, a triage and treatment planning step is recommended to identify those likely to meaningfully engage at that time. Holistic assessment through a transdisciplinary lens, and working collaboratively with the patient is essential to prioritize symptoms, determine engagement, and identify treatment targets.


Subject(s)
Movement Disorders , Triage , Humans , Female , Male , Triage/methods , Middle Aged , Movement Disorders/rehabilitation , Movement Disorders/diagnosis , Retrospective Studies , Adult , Aged , Treatment Outcome
10.
Medicina (Kaunas) ; 59(10)2023 Oct 23.
Article in English | MEDLINE | ID: mdl-37893603

ABSTRACT

Background: In infants presenting with motor development impairment, early kinesiotherapeutic interventions aim to normalise the pattern of movements and improve recovery. By applying Bobath and Vojta methods, we aimed to identify a combined approach regarding motor deficit in infants with neurological disabilities. Methods: We designed a prospective interventional study on 108 infants with motor developmental delay and applied Bobath, Vojta, or combined Bobath and Vojta therapy in three equal groups. Results: In the combined Bobath and Vojta group, complete motor recovery was achieved for 50% of the participants, with full recovery after six months, whereas in Bobath- or Vojta-only therapy groups, the total recovery for all participants was achieved at seven months. Regarding infants with muscular hypertonia, Bobath therapy initiation demonstrated complete recovery in 5 months in more than 50% of the cases, while for Vojta this was achieved in only 33.57% of the cases. Conclusions: The comparative evaluation conducted by analysing the data regarding the application of the Bobath and Vojta methods showed that combining these two therapies results in a shorter motor deficit recovery time than if a single therapy is applied. These findings have important implications for the selection of rehabilitation therapies in infants with neurological motor development issues.


Subject(s)
Movement Disorders , Humans , Infant , Movement , Pilot Projects , Prospective Studies , Movement Disorders/rehabilitation , Child Development
11.
Exp Neurol ; 349: 113960, 2022 03.
Article in English | MEDLINE | ID: mdl-34953896

ABSTRACT

Spontaneous recovery of ischemic stroke is very limited and often results in the loss of motor and sensory function. Till now, rehabilitative training is the most widely accepted therapy to improve long-term outcome. However, its effectiveness is often suboptimal, largely due to a sharp decline of neuroplasticity in adults. In this study, we hypothesized that a combination of proprioceptive stimulation and rehabilitative training will promote neuroplasticity and functional recovery post injury. To test this hypothesis, we first established a photothrombotic stroke model that lesions the hindlimb sensorimotor cortex. Next, we demonstrated that injecting Cre-dependent AAV-retro viruses into the dorsal column of PV-Cre mice achieves specific and efficient targeting of proprioceptors. With chemogenetics, this method enables chronic activation of proprioceptors. We then assessed effects of combinatorial treatment on motor and sensory functional recovery. Our results showed that pairing proprioceptive stimulation with rehabilitative training significantly promoted skilled motor, but not tactile sensory functional recovery. This further led to significant improvement when compared to rehabilitation training or proprioceptor stimulation alone. Mechanistically, combinatorial treatment promoted cortical layer V neuronal mTOR activity and sprouting of corticospinal axon into the area where proprioceptive afferents terminate in the denervated side of the spinal cord. Serving as a proof of principle, our study thus provided novel insights into the application of combining proprioceptive stimulation and rehabilitative training to improve functional recovery of ischemic stroke and other traumatic brain or spinal cord injuries.


Subject(s)
Ischemic Stroke/rehabilitation , Movement Disorders/etiology , Movement Disorders/rehabilitation , Peripheral Nervous System , Stroke Rehabilitation/methods , Animals , Cerebral Cortex/metabolism , Electric Stimulation , Gene Transfer Techniques , Ischemic Stroke/complications , Mice , Motor Skills , Movement , Proprioception , Recovery of Function , Retroviridae/genetics , Sensation , TOR Serine-Threonine Kinases/biosynthesis , TOR Serine-Threonine Kinases/genetics
12.
Rev. neurol. (Ed. impr.) ; 73(10): 358-367, Nov 16, 2021. mapas, ilus
Article in Spanish | IBECS | ID: ibc-229600

ABSTRACT

Introducción: La enfermedad de Parkinson (EP) es un proceso neurodegenerativo que se caracteriza por la aparición de síntomas motores y no motores que progresan, generando discapacidad funcional e impactando negativamente en la calidad de vida del paciente. Recientemente, la realidad virtual inmersiva ha adquirido gran relevancia como apoyo al tratamiento de patologías cognitivo-conductuales del paciente neurológico. Objetivo: Analizar la evidencia actual publicada en el campo de la rehabilitación física y funcional de la EP en entornos completamente inmersivos. Materiales y métodos: Se realizó una revisión bibliográfica de publicaciones registradas en las bases de datos Medline, Cinahl, PubMed, Scopus, Web of Science, Sport-Discus y Dialnet hasta diciembre de 2020. Los descriptores utilizados para la búsqueda fueron: Parkinson disease, Virtual Reality y Exercise therapy. Tras la aplicación de los criterios de selección, del total de 140 artículos identificados, se seleccionaron siete.Resultados: Describen una experiencia segura, positiva y factible, aunque obtenidos, en su mayoría, tras la aplicación de una única sesión. Los resultados hallados en las variables vinculadas a las capacidades funcionales que se deben mejorar en la EP apoyan potenciales beneficios en el tratamiento de la sintomatología prevalente del paciente parkinsoniano. Conclusiones: Los pocos estudios existentes muestran resultados preliminares, por lo que se hacen necesarias más investigaciones de mayor calidad metodológica, mayor tamaño muestral, con un proceso de control aleatorizado y protocolos que confirmen los resultados, al tiempo que analicen su impacto en las variables físicas y funcionales vinculadas a la patología parkinsoniana.(AU)


Introduction: Parkinson’s disease (PD) is a complex neurodegenerative process that usually appears from the 6th decade of life and is characterized by the appearance of motor and non-motor symptoms that progress, generating functional disability and negatively impacting in quality of life. Recently, Immersive Virtual Reality (IVR) has great positive impact on health domains: as a support in psychotherapy or as a treatment of cognitive-behavioral pathologies in neurological patients. Objective: To analyze the current published evidence in the fields of physical and functional PD rehabilitation in fully immersive environments. Materials and methods: A literature review, covering publications registered until December 2020 in Cinahl, Scopus, Web of Science, Sport-Discus, Dialnet and Pubmed (including Medline) was carried out. The descriptors used for the search were the terms: Parkinson disease, Virtual Reality and Exercise therapy. 140 publications were identified that addressed IVR with physical rehabilitation proposes in PD. Of these, 7 contribute useful information for pooled analysis. Results: The results support the application of IVR to improve physical and functional capacities in the population with PD. Its feasibility, usability and safety suggest potential benefits in the treatment of the prevalent symptoms of the parkinsonian patient. Conclusions: Research of high methodological quality is lacking, reflecting and early stage of preclinical development. Randomized control studies with larger sample size and IVR protocols that confirm the results, while analyzing their impact on the physical and functional variables related to PD are needed.(AU)


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Virtual Reality , Biomedical Technology , Parkinson Disease/rehabilitation , Physical Therapy Modalities , Neurological Rehabilitation/methods , Neurology , Nervous System Diseases , Movement Disorders/rehabilitation
13.
Rev. bras. med. esporte ; Rev. bras. med. esporte;27(4): 419-424, Aug. 2021. tab, graf
Article in English | LILACS | ID: biblio-1288607

ABSTRACT

ABSTRACT Objective: Provides interactive games and human animation real motion data and technical options. Therefore, how to complete the position, attitude detection, and motion recovery under monocular vision has become an important research direction. Methods: This paper improves the part-based human detection algorithm and uses the AdaBoost multi-instance learning algorithm to train the part detector. Results: The results show that obtaining blood pressure waveform based on monocular vision pulse wave is feasible and has generalization. Conclusions: The results show the feasibility and accuracy of the gait motion detection, motion recovery and analysis system for human lower limbs based on monocular vision. Level of evidence II; Therapeutic studies - investigation of treatment results.


RESUMO Objetivo: Fornece jogos interativos e dados de movimento real de animação humana e opções técnicas. Portanto, como completar a posição, detecção de atitude e recuperação de movimento sob visão monocular tornou-se uma importante direção de pesquisa. Métodos: este artigo aprimora o algoritmo de detecção humana baseado em partes e usa o algoritmo de aprendizado de múltiplas instâncias AdaBoost para treinar o detector de partes. Resultados: Os resultados mostram que o método de obtenção da forma de onda da pressão arterial com base na onda de pulso de visão monocular é viável e se pode generalizar. Conclusões: Os resultados mostram a viabilidade e precisão do sistema de detecção, recuperação e análise do movimento da marcha para membros inferiores humanos com base na visão monocular. Nível de evidência II; Estudos terapêuticos- investigação dos resultados do tratamento.


RESUMEN Objetivo: Proporciona juegos interactivos y animación humana, datos de movimiento real y opciones técnicas. Por lo tanto, cómo completar la posición, la detección de actitud y la recuperación de movimiento bajo visión monocular se ha convertido en una importante dirección de investigación. Métodos: este documento mejora el algoritmo de detección humana basado en piezas y utiliza el algoritmo de aprendizaje de instancias múltiples AdaBoost para entrenar el detector de piezas. Resultados: Los resultados muestran que el método de obtención de la forma de onda de la presión arterial basado en la onda de pulso de visión monocular es factible y se puede generalizar. Conclusiones: Los resultados muestran la viabilidad y precisión del sistema de detección, recuperación y análisis del movimiento de la marcha para miembros inferiores humanos basado en visión monocular. Nivel de evidencia II; Estudios terapéuticos- investigación de los resultados del tratamiento.


Subject(s)
Humans , Vision, Monocular , Motion Perception , Movement Disorders/rehabilitation , Pattern Recognition, Visual/physiology , Photic Stimulation/methods , Algorithms
14.
Am J Phys Med Rehabil ; 100(9): 821-830, 2021 09 01.
Article in English | MEDLINE | ID: mdl-34091465

ABSTRACT

OBJECTIVES: The aim of this study was to determine the impact of the COVID-19 pandemic on access to rehabilitation therapies and the impact of changes in therapy access on the physical and mental well-being of children with motor impairment and their caregivers. DESIGN: Caregivers of children younger than 18 yrs with childhood-onset motor impairment (primarily cerebral palsy) completed an anonymous survey through the online platform REDCap between May 5 and July 13, 2020. RESULTS: The survey was completed by 102 participants. Before the pandemic, 92 of 102 children (90%) were receiving one or more therapies; at the time surveyed, 55 children (54%) were receiving any therapies (P < 0.001). More than 40% of the sample reported increased child stress, decreased physical activity, and/or decline in mobility/movement. Participants who reported a decrease in number of therapies at the time surveyed more frequently reported lower satisfaction with treatment delivery (P < 0.001), a decline in child's mobility (P = 0.001), and increased caregiver stress (P = 0.004). Five qualitative themes were identified from open-ended question responses related to therapies and well-being. CONCLUSIONS: Access to pediatric rehabilitation therapies was disrupted during COVID-19. Disrupted access may be related to impact on physical and mental health. With the expansion of telehealth, caregiver and child feedback should be incorporated to optimize benefit.


Subject(s)
COVID-19 , Cerebral Palsy/rehabilitation , Health Services Accessibility/statistics & numerical data , Movement Disorders/rehabilitation , Quarantine/psychology , Adolescent , Adult , Caregiver Burden/epidemiology , Caregivers/psychology , Cerebral Palsy/psychology , Child , Continuity of Patient Care/statistics & numerical data , Female , Humans , Male , Mobility Limitation , Movement Disorders/psychology , Qualitative Research , SARS-CoV-2 , Stress, Psychological/epidemiology , Stress, Psychological/etiology , Surveys and Questionnaires
15.
Neurosci Lett ; 760: 136012, 2021 08 24.
Article in English | MEDLINE | ID: mdl-34098023

ABSTRACT

The study of functional corticomuscular coupling can reflect the interaction between the cerebral cortex and muscle tissue, thereby helping to understand how the brain controls muscle tissue and the effect of muscle movement on brain function. This study proposes a detection model of the coupling strength between the cortex and muscles. The detection model uses an adaptive selector to choose the optimal long short-term memory network, uses this network to extract the features of electroencephalography and electromyography, and finally transforms time characteristics into the frequency domain. The transfer entropy is used to represent the interaction intensity of signals in different frequency bands. Using this model, we analyze the coupling relationship between the cortex and muscles in the three movements of wrist flexion, wrist extension, and clench fist, and compare the model with traditional wavelet coherence analysis and deep canonical correlation analysis. The experimental results show that our model can not only express the bidirectional coupling relationship between different frequency bands but also suppress the possible false coupling that traditional methods may detect. Our research shows that the proposed model has great potential in medical rehabilitation, movement decoding, and other fields.


Subject(s)
Memory, Long-Term/physiology , Memory, Short-Term/physiology , Motor Cortex/physiology , Movement/physiology , Muscle, Skeletal/physiology , Canonical Correlation Analysis , Electroencephalography , Electromyography , Entropy , Female , Healthy Volunteers , Humans , Male , Models, Neurological , Movement Disorders/physiopathology , Movement Disorders/rehabilitation
16.
Neurorehabil Neural Repair ; 35(5): 383-392, 2021 05.
Article in English | MEDLINE | ID: mdl-33703971

ABSTRACT

BACKGROUND: The negative discrepancy between residual functional capacity and reduced use of the contralesional hand, frequently observed after a brain lesion, has been termed Learned Non-Use (LNU) and is thought to depend on the interaction of neuronal mechanisms during recovery and learning-dependent mechanisms. OBJECTIVE: Albeit the LNU phenomenon is generally accepted to exist, currently, no transdisciplinary definition exists. Furthermore, although therapeutic approaches are implemented in clinical practice targeting LNU, no standardized diagnostic routine is described in the available literature. Our objective was to reach consensus regarding a definition as well as synthesize knowledge about the current diagnostic procedures. METHODS: We used a structured group communication following the Delphi method among clinical and scientific experts in the field, knowledge from both, the work with patient populations and with animal models. RESULTS: Consensus was reached regarding a transdisciplinary definition of the LNU phenomenon. Furthermore, the mode and strategy of the diagnostic process, as well as the sources of information and outcome parameters relevant for the clinical decision making, were described with a wide range showing the current lack of a consistent universal diagnostic approach. CONCLUSIONS: The need for the development of a structured diagnostic procedure and its implementation into clinical practice is emphasized. Moreover, it exists a striking gap between the prevailing hypotheses regarding the mechanisms underlying the LNU phenomenon and the actual evidence. Therefore, basic research is needed to bridge between bedside and bench and eventually improve clinical decision making and further development of interventional strategies beyond the field of stroke rehabilitation.


Subject(s)
Delphi Technique , Diagnostic Techniques, Neurological , Movement Disorders/diagnosis , Neurological Rehabilitation/methods , Perceptual Disorders/diagnosis , Stroke/complications , Upper Extremity/physiopathology , Humans , Movement Disorders/etiology , Movement Disorders/rehabilitation , Perceptual Disorders/etiology , Perceptual Disorders/rehabilitation
18.
Parkinsonism Relat Disord ; 82: 50-55, 2021 01.
Article in English | MEDLINE | ID: mdl-33248393

ABSTRACT

INTRODUCTION: Functional Movement Disorders (FMDs) are challenging to treat. We assessed the effect of multidisciplinary inpatient rehabilitation, involving motor retraining, psychotherapy and psychotropic medication on FMD patient function and maintenance of improvement after one year. METHODS: FMD patients in a movement disorders clinic were referred for inpatient rehabilitation. Baseline, discharge and one year follow-up measures included: Clinical Global Impression (CGI-severity, CGI-change); Depression and Somatic Symptom Scale (DSSS); Generalized Anxiety Disorder-7 (GAD-7); Patient Health Questionnaire-9 (PHQ-9); Post-traumatic stress disorder check-list for DSM-5 (PCL-5). Outcomes were analyzed with non-parametric models. RESULTS: Seventeen patients completed rehabilitation. Thirteen completed one-year follow-up. Median CGI-severity was "markedly ill." At discharge, movement disorder improved in 93% (median CGI-change = 2, "much improved") as assessed by neurologist and patient. Psychiatrist ratings showed improvement among 86.7%; physiatrist and psychologist ratings were 66.7% and 53.3%, respectively. Symptoms improved on DSSS (Wilcoxon Z = -2.914, p ≤ 0.004); GAD-7 (Z = -3.045, p ≤ 0.002); PHQ-9 (Z = -3.415, p ≤ 0.01) but not PCL-5 (Z = -1.506, p = 0.132). At 1 year, 54% maintained at least minimal improvement by neurologist rating and 77% by patient rating (median CGI-change = 3, "minimally improved"). Improvement was not maintained for DSSS (Wilcoxon Z = -0.385. p = 0.701), GAD-7 (Z = -0.943, p = 0.357) or PHQ-9 (Z = -0.55, p = 0.582). CONCLUSIONS: Multidisciplinary inpatient rehabilitation improved FMD patient function, depression, anxiety and somatic symptoms. One-year follow-up demonstrated minimal sustained improvement and worsening psychopathology, reflecting chronic debility despite initial rehabilitative success.


Subject(s)
Anxiety/rehabilitation , Conversion Disorder/rehabilitation , Depression/rehabilitation , Gait Disorders, Neurologic/rehabilitation , Movement Disorders/rehabilitation , Neurological Rehabilitation , Outcome Assessment, Health Care , Tremor/rehabilitation , Adult , Aged , Female , Follow-Up Studies , Humans , Inpatients , Male , Middle Aged , Severity of Illness Index , Young Adult
19.
Neurology ; 96(17): e2147-e2159, 2021 04 27.
Article in English | MEDLINE | ID: mdl-33177223

ABSTRACT

OBJECTIVE: To test the hypothesis that impaired body orientation with respect to gravity (lateropulsion) would play a key role in poststroke balance and gait disorders. METHODS: Cohort study of 220 individuals consecutively admitted to a neurorehabilitation ward after a first hemisphere stroke (DOBRAS cohort [Determinants of Balance Recovery After Stroke] 2012-2018, ClinicalTrials.gov: NCT03203109), with clinical data systematically collected at 1 month, then at discharge. Primary outcomes were balance and gait disorders, quantified by the Postural Assessment Scale for Stroke and the modified Fugl-Meyer Gait Assessment, to be explained by all deficits on day 30, including lateropulsion assessed with the Scale for Contraversive Pushing. Statistics comprised linear regression analysis, univariate and multivariate analyses, and receiver operating characteristic curves. RESULTS: Lateropulsion was frequent, especially after right hemisphere stroke (RHS, D30, 48%; discharge 24%), almost always in right-handers. Among all deficits, impaired body orientation (lateropulsion) had the most detrimental effect on balance and gait. After RHS, balance disorders were proportional to lateropulsion severity, which alone explained almost all balance disorders at initial assessment (90%; 95% confidence interval [CI] [86-94], p < 0.001) and at discharge (92%; 95% CI 89-95, p < 0.001) and also the greatest part of gait disorders at initial assessment (66%; 95% CI 56-77, p < 0.001) and at discharge (68%; 95% CI 57-78, p < 0.001). CONCLUSION: Lateropulsion is the primary factor altering poststroke balance and gait at the subacute stage and therefore should be systematically assessed. Poststroke balance and gait rehabilitation should incorporate techniques devoted to misorientation with respect to gravity.


Subject(s)
Gait/physiology , Movement Disorders/rehabilitation , Postural Balance/physiology , Stroke Rehabilitation , Stroke/therapy , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Orientation , Physical Therapy Modalities , Recovery of Function/physiology , Young Adult
20.
PLoS One ; 15(11): e0242552, 2020.
Article in English | MEDLINE | ID: mdl-33211773

ABSTRACT

Restoration of upper limb motor function and patient functional independence are crucial treatment targets in neurological rehabilitation. Growing evidence indicates that music-based intervention is a promising therapeutic approach for the restoration of upper extremity functional abilities in neurologic conditions such as cerebral palsy, stroke, and Parkinson's Disease. In this context, music technology may be particularly useful to increase the availability and accessibility of music-based therapy and assist therapists in the implementation and assessment of targeted therapeutic goals. In the present study, we conducted a pre-clinical, single-arm trial to evaluate a novel music-based therapeutic device (SONATA) for upper limb extremity movement training. The device consists of a graphical user interface generated by a single-board computer displayed on a 32" touchscreen with built-in speakers controlled wirelessly by a computer tablet. The system includes two operational modes that allow users to play musical melodies on a virtual keyboard or draw figures/shapes whereby every action input results in controllable sensory feedback. Four motor tasks involving hand/finger movement were performed with 21 healthy individuals (13 males, aged 26.4 ± 3.5 years) to evaluate the device's operational modes and main features. The results of the functional tests suggest that the device is a reliable system to present pre-defined sequences of audiovisual stimuli and shapes and to record response and movement data. This preliminary study also suggests that the device is feasible and adequate for use with healthy individuals. These findings open new avenues for future clinical research to further investigate the feasibility and usability of the SONATA as a tool for upper extremity motor function training in neurological rehabilitation. Directions for future clinical research are discussed.


Subject(s)
Arm/physiology , Feedback, Sensory , Movement Disorders/rehabilitation , Music Therapy/instrumentation , Neuromuscular Diseases/rehabilitation , Physical Therapy Modalities/instrumentation , Acoustic Stimulation , Adult , Computer Systems , Feasibility Studies , Female , Fingers/physiology , Hand/physiology , Humans , Male , Movement Disorders/physiopathology , Music , Neuromuscular Diseases/physiopathology , Photic Stimulation , Psychomotor Performance , Reaction Time , Reference Values , Spatial Behavior , User-Computer Interface , Young Adult
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