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1.
Healthcare (Basel) ; 12(4)2024 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-38391822

RESUMO

(1) Background: Vibrotactile stimulation has been studied for tremor, but there is little evidence for Essential Tremor (ET). (2) Methods: This research employed a dataset from a previous study, with data collected from 18 individuals subjected to four vibratory stimuli. To characterise tremor changes before, during, and after stimuli, time and frequency domain features were estimated from the signals. Correlation and regression analyses verified the relationship between features and clinical tremor scores. (3) Results: Individuals responded differently to vibrotactile stimulation. The 250 Hz stimulus was the only one that reduced tremor amplitude after stimulation. Compared to the baseline, the 250 Hz and random frequency stimulation reduced tremor peak power. The clinical scores and amplitude-based features were highly correlated, yielding accurate regression models (mean squared error of 0.09). (4) Conclusions: The stimulation frequency of 250 Hz has the greatest potential to reduce tremors in ET. The accurate regression model and high correlation between estimated features and clinical scales suggest that prediction models can automatically evaluate and control stimulus-induced tremor. A limitation of this research is the relatively reduced sample size.

2.
Biomed Eng Online ; 22(1): 98, 2023 Oct 16.
Artigo em Inglês | MEDLINE | ID: mdl-37845723

RESUMO

BACKGROUND: During the aging process, cognitive functions and performance of the muscular and neural system show signs of decline, thus making the elderly more susceptible to disease and death. These alterations, which occur with advanced age, affect functional performance in both the lower and upper members, and consequently human motor functions. Objective measurements are important tools to help understand and characterize the dysfunctions and limitations that occur due to neuromuscular changes related to advancing age. Therefore, the objective of this study is to attest to the difference between groups of young and old individuals through manual movements and whether the combination of features can produce a linear correlation concerning the different age groups. METHODS: This study counted on 99 participants, these were divided into 8 groups, which were grouped by age. The data collection was performed using inertial sensors (positioned on the back of the hand and on the back of the forearm). Firstly, the participants were divided into groups of young and elderly to verify if the groups could be distinguished through the features alone. Following this, the features were combined using the linear discriminant analysis (LDA), which gave rise to a singular feature called the LDA-value that aided in verifying the correlation between the different age ranges and the LDA-value. RESULTS: The results demonstrated that 125 features are able to distinguish the difference between the groups of young and elderly individuals. The use of the LDA-value allows for the obtaining of a linear model of the changes that occur with aging in the performance of tasks in line with advancing age, the correlation obtained, using Pearson's coefficient, was 0.86. CONCLUSION: When we compare only the young and elderly groups, the results indicate that there is a difference in the way tasks are performed between young and elderly individuals. When the 8 groups were analyzed, the linear correlation obtained was strong, with the LDA-value being effective in obtaining a linear correlation of the eight groups, demonstrating that although the features alone do not demonstrate gradual changes as a function of age, their combination established these changes.


Assuntos
Envelhecimento , Antebraço , Humanos , Idoso , Análise Discriminante , Modelos Lineares , Algoritmos
3.
Healthcare (Basel) ; 11(3)2023 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-36766984

RESUMO

Freezing of gait (FOG), one of the most disabling features of Parkinson's disease (PD), is a brief episodic absence or marked reduction in stride progression despite the intention to walk. Progressively more people who experience FOG restrict their walking and reduce their level of physical activity. The purpose of this study is to develop and validate a physical mobility task that induces freezing of gait in a controlled environment, employing known triggers of FOG episodes according to the literature. To validate the physical mobility tasks, we recruited 10 volunteers that suffered PD-associated freezing (60.6 ± 7.29 years-old) with new FOG-Q ranging from 12 to 26. The validation of the proposed method was carried out using inertial sensors and video recordings. All subjects were assessed during the OFF and ON medication states. The total number of FOG occurrences during data collection was 144. The proposed tasks were able to trigger 120 FOG episodes, while the TUG test caused 24. The Inertial Measurement Unit (IMU) with accelerometer and gyroscope could not only detect FOG episodes but also allowed us to visualize the three types of FOG: akinesia, festination and trembling in place.

4.
Fisioter. Mov. (Online) ; 36: e36115, 2023. tab, graf
Artigo em Inglês | LILACS-Express | LILACS | ID: biblio-1440126

RESUMO

Abstract Introduction Urinary incontinence is defined as any involuntary loss of urine. An imbalance in the transmission of forces between the bladder and urethra, associated with deficient support of the pelvic floor muscles, contributes to an alteration in balance in women. Objective To compare balance between continent and incontinent women. Methods This was a cross-sectional study with 13 women divided into incontinent (age: 41.50 ± 9.13 years) and continent (age: 35.29 ± 4.99 years) groups. Balance assessments were performed using a force platform and electromyography: standing, with eyes open (BI_OA); standing, with eyes closed (BI_OF); standing on foam, with eyes open (ESP_OA) and closed (ESP_OF); and standing with unipedal support, with eyes open (UNI_OA). Statistical analysis was initiated after resampling of the original data using the bootstrap technique, with the α value set at 5% (p < 0.05). Results In the BI_OA task, no significant differences were found between the groups. In the BI_OF task, incontinent women showed greater displacement in the anteroposterior axis (p < 0.001), and continent women showed greater displacement in the mediolateral axis (p = 0.008). In the ESP_OA task, incontinent women showed greater displacement in both the COP_X (p = 0.003) and COP_Y (p = 0.001) axes; in the ESP_OF task, continent women showed greater displacement in the COP_X (p < 0.001) axis. In the UNI_OA task, greater anteroposterior displacement was observed among incontinent women (p = 0.008). Conclusion Continent women showed greater displacement in the mediolateral axis in the tasks with eyes closed, and incontinent women showed greater displacement in the anteroposterior axis in the BI_OF, ESP_OA, and UNI_OA tasks.


Resumo Introdução A incontinência urinária é definida como qualquer perda involuntária de urina. Um desequilíbrio na transmissão de forças entre bexiga e uretra, associado a um suporte deficitário dos músculos do assoalho pélvico, contribui para uma alteração no equilíbrio de mulheres. Objetivo Comparar o equilíbrio entre mu-lheres continentes e incontinentes. Métodos Trata-se de um estudo transversal, com 13 mulheres divididas em incontinentes (idade: 41,50 ± 9,13 anos) e continentes (idade: 35,29 ± 4,99 anos). A avaliação do equilíbrio foi realizada na plataforma de força associada à eletromi-ografia: em pé, com olhos abertos (BI_OA); em pé, com olhos fechados (BI_OF); em pé sobre uma espuma, com olhos abertos (ESP_OA) e fechados (ESP_OF); e em pé com apoio unipodal, com olhos abertos (UNI_OA). A análise estatística foi iniciada após a reamostragem dos dados originais pela técnica Bootstrap, com valor de α fixado em 5% (p < 0,05). Resultados Na avaliação do equilíbrio BI_OA, não foram encontradas diferenças significativas entre os grupos. No BI_OF, as mulheres incontinentes apresentaram maior deslocamento no eixo anteroposterior (p < 0,001), enquanto as continen-tes, no médio-lateral (p = 0,008). Na tarefa ESP_OA, as incontinentes apresentaram maior deslocamento em ambos os eixos COP_X (p = 0,003) e COP_Y (p = 0,001); já na ESP_OF, as continentes apresentaram maior deslocamento no COP_X (p < 0,001). Na tarefa UNI_OA, observou-se maior deslocamento anteroposterior entre as incontinentes (p = 0,008). Conclusão Mulheres continentes apresentaram maiores deslocamentos no eixo médio-lateral nas tarefas de olhos fechados, enquanto as incontinentes, no eixo anteroposterior nas tarefas BI_OF, ESP_OA, UNI_OA.

5.
Healthcare (Basel) ; 10(11)2022 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-36360519

RESUMO

(1) Background: One of the main cardinal signs of Parkinson's disease (PD) is rigidity, whose assessment is important for monitoring the patient's recovery. The wrist is one of the joints most affected by this symptom, which has a great impact on activities of daily living and consequently on quality of life. The assessment of rigidity is traditionally made by clinical scales, which have limitations due to their subjectivity and low intra- and inter-examiner reliability. (2) Objectives: To compile the main methods used to assess wrist rigidity in PD and to study their validity and reliability, a scope review was conducted. (3) Methods: PubMed, IEEE/IET Electronic Library, Web of Science, Scopus, Cochrane, Bireme, Google Scholar and Science Direct databases were used. (4) Results: Twenty-eight studies were included. The studies presented several methods for quantitative assessment of rigidity using instruments such as force and inertial sensors. (5) Conclusions: Such methods present good correlation with clinical scales and are useful for detecting and monitoring rigidity. However, the development of a standard quantitative method for assessing rigidity in clinical practice remains a challenge.

6.
Healthcare (Basel) ; 10(10)2022 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-36292272

RESUMO

(1) Background: Several instruments are used to assess individuals with Parkinson's disease (PD). However, most instruments necessitate the physical presence of a clinician for evaluation, were not designed for PD, nor validated for remote application. (2) Objectives: To develop and validate a self-assessment questionnaire that can be used remotely, and to assess the respondents' health condition. (3) Methods: A questionnaire, so-called Multidimensional Assessment Questionnaire for Individuals with PD (MAQPD), was developed, administered remotely, and completed by 302 people with PD. MAQPD was validated using factor analysis (FA). The participants' level of impairment was estimated using factor loadings. The scale's accuracy was assessed estimating floor and ceiling effects and Cronbach's alpha. (4) Results: FA suggested classifying the questions into daily activities, cognition, and pain. The respondents did not have extremely severe impairment (most scores ranged from 100 to 180 points), and the factors with the lowest scores were cognition and pain. The instrument had no significant floor or ceiling effects (rates less than 15%), and the Cronbach's alpha value was larger than 0.90. (5) Conclusion: MAQPD is the only remote self-administered tool found in the literature capable of providing a detailed assessment of the general health status of individuals with PD.

7.
Healthcare (Basel) ; 10(9)2022 Aug 30.
Artigo em Inglês | MEDLINE | ID: mdl-36141268

RESUMO

(1) Background: Parkinson's disease (PD) is a neurodegenerative disorder represented by the progressive loss of dopamine-producing neurons, it decreases the individual's motor functions and affects the execution of movements. There is a real need to include quantitative techniques and reliable methods to assess the evolution of PD. (2) Methods: This cross-sectional study assessed the variability of wrist RUD (radial and ulnar deviation) and FE (flexion and extension) movements measured by two pairs of capacitive sensors (PS25454 EPIC). The hypothesis was that PD patients have less variability in wrist movement execution than healthy individuals. The data was collected from 29 participants (age: 62.13 ± 9.7) with PD and 29 healthy individuals (60.70 ± 8). Subjects performed the experimental tasks at normal and fast speeds. Six features that captured the amplitude of the hand movements around two axes were estimated from the collected signals. (3) Results: The movement variability was greater for healthy individuals than for PD patients (p < 0.05). (4) Conclusion: The low variability seen in the PD group may indicate they execute wrist RUD and FE in a more restricted way. The variability analysis proposed here could be used as an indicator of patient progress in therapeutic programs and required changes in medication dosage.

8.
Front Comput Neurosci ; 16: 822987, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35959164

RESUMO

Eliminating facial electromyographic (EMG) signal from the electroencephalogram (EEG) is crucial for the accuracy of applications such as brain computer interfaces (BCIs) and brain functionality measurement. Facial electromyography typically corrupts the electroencephalogram. Although it is possible to find in the literature a number of multi-channel approaches for filtering corrupted EEG, studies employing single-channel approaches are scarce. In this context, this study proposed a single-channel method for attenuating facial EMG noise from contaminated EEG. The architecture of the method allows for the evaluation and incorporation of multiple decomposition and adaptive filtering techniques. The decomposition method was responsible for generating EEG or EMG reference signals for the adaptive filtering stage. In this study, the decomposition techniques CiSSA, EMD, EEMD, EMD-PCA, SSA, and Wavelet were evaluated. The adaptive filtering methods RLS, Wiener, LMS, and NLMS were investigated. A time and frequency domain set of features were estimated from experimental signals to evaluate the performance of the single channel method. This set of characteristics permitted the characterization of the contamination of distinct facial muscles, namely Masseter, Frontalis, Zygomatic, Orbicularis Oris, and Orbicularis Oculi. Data were collected from ten healthy subjects executing an experimental protocol that introduced the necessary variability to evaluate the filtering performance. The largest level of contamination was produced by the Masseter muscle, as determined by statistical analysis of the set of features and visualization of topological maps. Regarding the decomposition method, the SSA method allowed for the generation of more suitable reference signals, whereas the RLS and NLMS methods were more suitable when the reference signal was derived from the EEG. In addition, the LMS and RLS methods were more appropriate when the reference signal was the EMG. This study has a number of practical implications, including the use of filtering techniques to reduce EEG contamination caused by the activation of facial muscles required by distinct types of studies. All the developed code, including examples, is available to facilitate a more accurate reproduction and improvement of the results of this study.

9.
Neurosurg Rev ; 45(2): 1123-1134, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34665369

RESUMO

Deep brain stimulation (DBS) is an effective treatment of several types of neurological conditions, including Parkinson's disease, essential tremor, dystonia, and epilepsy. Despite technological progress in the past 10 years, the number of studies reporting side effects of DBS has increased, mainly due to hardware failures. This review investigated studies published between 2017 and 2021 to identify the prevalence of distinct types of hardware failures related to DBS. In total, fifteen studies were selected for the estimate of the prevalence of five distinct types of hardware failures: high impedance, fracture or failure of the lead or other parts of the implant, skin erosion and infection, lead malposition or migration, and implantable pulse generator (IPG) malfunction. The quality evaluation of the studies suggests a need to report results including populations from distinct regions of the world so that results can be generalized. The objective analysis of the prevalence of hardware failures showed that skin erosion and infection presented the highest prevalence in relation to other hardware failures. Despite the sophistication of the surgical technique of DBS over time, there is a considerable complication rate, about 7 per 100 individuals ([Formula: see text], in which CI is the confidence interval). Future research can also include correlation analysis with the aim of understanding the correlation between distinct hardware failures and variables such as gender, type of disorder, and age.


Assuntos
Estimulação Encefálica Profunda , Distonia , Estimulação Encefálica Profunda/efeitos adversos , Estimulação Encefálica Profunda/métodos , Distonia/terapia , Eletrodos Implantados/efeitos adversos , Falha de Equipamento , Humanos , Prevalência
10.
J Bodyw Mov Ther ; 28: 238-245, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34776147

RESUMO

Chronic ankle instability (CAI) is a common condition in athletes, which can alter the muscular activity of lower limb during jump. The objective of the study was to verify the magnitude of activation, onset timing and order of recruitment of the proximal and local muscles to the ankle of young athletes with CAI during a single leg vertical jump. Thirty-seven athletes were selected and divided into: 1) CAI group and 2) control group. An electromyographic evaluation was performed during the jump on force plate. The muscles evaluated were the proximal muscles - gluteus medius (GMed), rectus femoris (RF) and local ankle muscles - tibialis anterior (TA), peroneus longus (PL) and lateral gastrocnemius (LG). In propulsion, the CAI group showed early activation of all evaluated muscles, when compared to control group (p = 0.05). No diferences were found between groups concerning magnitude of electromyographic signal and order of muscle recruitment. During landing, an increase in magnitude of the electromyographic signal of TA in the CAI group was observed and no diferences were found between groups for onset activation and order of muscle recruitment. The results can be applied to athletes' rehabilitation through specific neuromuscular control exercises, such as reaction time and local and proximal joint stabilization to optimize muscle performance and injury incidence. Therefore, in the single leg vertical jump athletes with CAI presented higher activation of the TA in the landing and an early activation of the GMed, RF, TA, PL and LG in propulsion in relation to control group.


Assuntos
Tornozelo , Instabilidade Articular , Adolescente , Articulação do Tornozelo , Atletas , Eletromiografia , Humanos , Perna (Membro) , Extremidade Inferior , Músculo Esquelético , Projetos Piloto
11.
J Biomech ; 123: 110453, 2021 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-34022534

RESUMO

Gait is a complex motor skill. However, most falls in humans occur during gait, and people with lower limb amputation have an increased risk of falls. Thus, this study evaluated the stability of persons with unilateral amputation by quantifying the margin of stability (MoS) during gait, to contribute to understanding the strategies adopted by these people to reduce falls. The participants were divided into 3 groups: persons with transtibial amputations (n = 12, 32.27 ± 10.10 years, 76.9 ± 10.3 kg, 1.74 ± 0.06 m); persons with transfemoral amputations (n = 13, 32.21 ± 8.34 years, 72.55 ± 10.23 kg, 1.73 ± 0.05 m); and controls (n = 15, 32.2 ± 10.17 years, 75.4 ± 9.25 kg, 1.75 ± 0.05 m), who walked for 4 min on a level and sloped (8% down and up) treadmill. The pelvic and foot marker kinematic data were used to estimate the center of mass and base of support, and from these, the MoS was estimated. Although both groups of persons with amputations showed higher values for the ML MoS than did the control group (transtibial: 8.81 ± 1.79, 8.97 ± 1.74, 8.79 ± 1.76, transfemoral: 10.15 ± 2.03, 10.60 ± 1.98, 10.11 ± 1.75, control: 8.13 ± 1.30, 7.18 ± 1.85, 8.15 ± 1.57, level, down, and up, respectively), only the transfemoral group presented a significant higher value compared to the control group. Our findings suggest that the documented limitations in persons with amputations, especially with transfemoral amputation, are exacerbated in situations that require more skills, such as walking on sloped surfaces, triggering protective mechanisms.


Assuntos
Amputados , Membros Artificiais , Amputação Cirúrgica , Marcha , Humanos , Caminhada
12.
Biomed Eng Online ; 20(1): 50, 2021 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-34022895

RESUMO

BACKGROUND: Parkinson's disease (PD) is a neurological disease that affects the motor system. The associated motor symptoms are muscle rigidity or stiffness, bradykinesia, tremors, and gait disturbances. The correct diagnosis, especially in the initial stages, is fundamental to the life quality of the individual with PD. However, the methods used for diagnosis of PD are still based on subjective criteria. As a result, the objective of this study is the proposal of a method for the discrimination of individuals with PD (in the initial stages of the disease) from healthy groups, based on the inertial sensor recordings. METHODS: A total of 27 participants were selected, 15 individuals previously diagnosed with PD and 12 healthy individuals. The data collection was performed using inertial sensors (positioned on the back of the hand and on the back of the forearm). Different numbers of features were used to compare the values of sensitivity, specificity, precision, and accuracy of the classifiers. For group classification, 4 classifiers were used and compared, those being [Random Forest (RF), Support Vector Machine (SVM), K-Nearest Neighbor (KNN), and Naive Bayes (NB)]. RESULTS: When all individuals with PD were analyzed, the best performance for sensitivity and accuracy (0.875 and 0.800, respectively) was found in the SVM classifier, fed with 20% and 10% of the features, respectively, while the best performance for specificity and precision (0.933 and 0.917, respectively) was associated with the RF classifier fed with 20% of all the features. When only individuals with PD and score 1 on the Hoehn and Yahr scale (HY) were analyzed, the best performances for sensitivity, precision and accuracy (0.933, 0.778 and 0.848, respectively) were from the SVM classifier, fed with 40% of all features, and the best result for precision (0.800) was connected to the NB classifier, fed with 20% of all features. CONCLUSION: Through an analysis of all individuals in this study with PD, the best classifier for the detection of PD (sensitivity) was the SVM fed with 20% of the features and the best classifier for ruling out PD (specificity) was the RF classifier fed with 20% of the features. When analyzing individuals with PD and score HY = 1, the SVM classifier was superior across the sensitivity, precision, and accuracy, and the NB classifier was superior in the specificity. The obtained result indicates that objective methods can be applied to help in the evaluation of PD.


Assuntos
Doença de Parkinson , Teorema de Bayes , Humanos , Máquina de Vetores de Suporte
13.
PeerJ Comput Sci ; 7: e396, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33817042

RESUMO

BACKGROUND: Parkinson's disease (PD) is a neurodegenerative condition of the central nervous system that causes motor and non-motor dysfunctions. The disease affects 1% of the world population over 60 years and remains cureless. Knowledge and monitoring of PD are essential to provide better living conditions for patients. Thus, diagnostic exams and monitoring of the disease can generate a large amount of data from a given patient. This study proposes the development and usability evaluation of an integrated system, which can be used in clinical and research settings to manage biomedical data collected from PD patients. METHODS: A system, so-called Sistema Integrado de Dados Biomédicos (SIDABI) (Integrated Biomedical Data System), was designed following the model-view-controller (MVC) standard. A modularized architecture was created in which all the other modules are connected to a central security module. Thirty-six examiners evaluated the system usability through the System Usability Scale (SUS). The agreement between examiners was measured by Kendall's coefficient with a significance level of 1%. RESULTS: The free and open-source web-based system was implemented using modularized and responsive methods to adapt the system features on multiple platforms. The mean SUS score was 82.99 ± 13.97 points. The overall agreement was 70.2%, as measured by Kendall's coefficient (p < 0.001). CONCLUSION: According to the SUS scores, the developed system has good usability. The system proposed here can help researchers to organize and share information, avoiding data loss and fragmentation. Furthermore, it can help in the follow-up of PD patients, in the training of professionals involved in the treatment of the disorder, and in studies that aim to find hidden correlations in data.

14.
Med Biol Eng Comput ; 59(1): 195-214, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33411266

RESUMO

Parkinson's disease (PD), whose cardinal signs are tremor, rigidity, bradykinesia, and postural instability, gradually reduces the quality of life of the patient, making early diagnosis and follow-up of the disorder essential. This study aims to contribute to the objective evaluation of tremor in PD by introducing and assessing histograms of oriented gradients (HOG) to the analysis of handwriting sinusoidal and spiral patterns. These patterns were digitized and collected from handwritten drawings of people with PD (n = 20) and control healthy individuals (n = 20). The HOG descriptor was employed to represent relevant information from the data classified by three distinct machine-learning methods (random forest, k-nearest neighbor, support vector machine) and a deep learning method (convolutional neural network) to identify tremor in participants with PD automatically. The HOG descriptor allowed for the highest discriminating rates (accuracy 83.1%, sensitivity 85.4%, specificity 80.8%, area under the curve 91%) on the test set of sinusoidal patterns by using the one-dimensional convolutional neural network. In addition, ANOVA and Tukey analysis showed that the sinusoidal drawing is more appropriate than the spiral pattern, which is the most common drawing used for tremor detection. This research introduces a novel and alternative way of quantifying and evaluating tremor by means of handwritten drawings.


Assuntos
Doença de Parkinson , Tremor , Escrita Manual , Humanos , Doença de Parkinson/diagnóstico , Qualidade de Vida , Máquina de Vetores de Suporte , Tremor/diagnóstico
15.
Rev. andal. med. deporte ; 13(2): 60-64, jun. 2020. ilus, tab, graf
Artigo em Português | IBECS | ID: ibc-194365

RESUMO

OBJETIVO: Analisar e comparar a atividade eletromiográfica (domínio temporal e espectral) dos músculos reto do abdome, oblíquo externo do abdome, oblíquo interno do abdome, eretor da espinha e multífido no exercício prancha ventral em superfície instável: bosu normal e invertido, durante 45 segundos de contração isométrica. MÉTODO: Quinze voluntários, adultos jovens, saudáveis e fisicamente ativos (21.73 ± 1.31 anos, estatura 177.10 ± 3.90 cm; 74.27 ± 5.38 kg, e 10.97 ± 1.60 % gordura corporal), sem histórico de lombalgia. O sinal eletromiográfica foi analisado no domínio temporal e espectral em três etapas distintas em cada exercício: Início (ETAPA A: 5 a 10 segundos), meio (ETAPA B: 20 a 25 segundos) e fim (ETAPA C: 40 a 45 segundos) e normalizado pela contração isométrica voluntária máxima. Utilizou eletrodos de superfície diferenciais simples com ganho de 20 vezes. No tratamento estatístico foi aplicado teste ANOVA two-way, com post hoc de Sidak (p < 0.05). RESULTADOS: Foi demonstrada similaridade na atividade eletromiográfica no domínio temporal de todos os músculos comparando bosu normal e invertido. Além disso, os resultados exibiram aumento da atividade eletromiográfica e redução da frequência mediana (slope negativo) durante as diferentes etapas em ambos os exercícios. CONCLUSÃO: Devido à similaridade de atividade eletromiográfica, a escolha da utilização da bosu normal ou invertido não se difere para indivíduos treinados, entretanto, a escolha do tempo de 45 segundos é uma estratégia interessante para aumentar a atividade eletromiográfica dos músculos do core e trabalhar a resistência à fadiga muscular, fatores imprescindíveis para prevenção de lombalgia


OBJETIVO: El objetivo de este estudio es analizar la relación entre la actividad electromiográfica de los músculos Reto del Abdomen, Oblicuo Externo, Oblicuo Interno, Eretor de la Espina y Multífido en el ejercicio tabla ventral en superficie inestable: bosu normal e invertido, durante 45 segundos de contracción isométrica. MÉTODO: Quince voluntarios, adultos jóvenes, sanos y físicamente activos (21.73 + 1.31 años, estatura 177.10 + 3.90 cm, 74.27 + 5.38 kg, y 10.97 + 1.60% Grasa Corporal), sin antecedentes de lumbalgia. La señal electromiográfica se analizó, en el dominio temporal y espectral, en tres etapas distintas en cada ejercicio: inicio (ETAPA A: 5 y 10 segundos), medio (ETAPA B: 20 y 25 segundos) y fin (ETAPA C: 40 y 45 segundos). Se utilizaron electrodos de superficie diferenciales simples con una ganancia de 20 veces, y la señal fue analizada en el dominio temporal y normalizada por la máxima contracción isométrica voluntaria. En el tratamiento estadístico se aplicó la prueba de Shapiro Wilk y ANOVA bidireccional, con post hoc de Sidak (p <0.05) para la señal electromiográfica de cada músculo. RESULTADOS: Hubo diferencias significativas entre las fases para todos los músculos, con énfasis en el recto del abdomen y oblicuo externo en las fases B y C e interacción significativa entre el ejercicio y la fase para todos los músculos. El bosu normal e invertido demostraron semejanza en la actividad electromiográfica para todos los músculos, pero en etapas diferentes (C y B / C, respectivamente). CONCLUSIÓN: Debido a la semejanza de actividad electromiográfica, la elección de la utilización de bosu normal e invertido es similar para individuos entrenados, sin embargo, la elección del tiempo de 45 segundos es una estrategia interesante para aumentar la actividad electrromiográfica de los músculos del core y trabajar la resistencia a la fatiga muscular, factores imprescindibles para la prevención de la lumbalgia


OBJECTIVE: To analyze and compare the electromyographic activity of the rectus abdominus, external oblique, internal oblique, erector spinae and multífido muscles in the bridge exercise with an unstable surface: normal and inverted bosu, for 45 seconds of isometric contraction. METHOD: Fifteen volunteers, young, healthy and physically active adults (21.73 ± 1.31 years, height 177.10 ± 3.90 cm, 74.27 ± 5.38 kg, and 10.97 ± 1.60% Body Fat), with no history of low back pain. The electromyographic signal was analyzed in three different steps in each exercise: start (STAGE A: 5 and 10 seconds), middle (STAGE B: 20 and 25 seconds) and end (STAGE C: 40 and 45 seconds). Simple differential surface electrodes with 20-fold gain were used and the signal was analyzed in the temporal domain and normalized by the maximum voluntary isometric contraction. In the statistical treatment, the Shapiro Wilk test and two-way ANOVA, with Sidak post hoc test (p <0.05) were applied to the electromyographic signal of each muscle. RESULTS: There were significant differences between phases for all muscles, with emphasis on rectus abdominus and external oblique in phases B and C and a significant interaction between exercise and phase for all muscles. normal and inverted bosu demonstrated similarity in electromyographic activity for all muscles, but at different stages (C and B / C, respectively). CONCLUSION: Due to the similarity of electromyographic activity, the choice of using normal or inverted bosu does not differ for trained individuals, however, choosing a 45-second time is an interesting strategy to increase the electromyographic activity of core muscles and to work resistance to muscle fatigue, essential factors for the prevention of low back pain


Assuntos
Humanos , Masculino , Adulto Jovem , Contração Isométrica/fisiologia , Dor Lombar/prevenção & controle , Eletromiografia/métodos , Músculos Abdominais Oblíquos/fisiologia , Exercício Físico/fisiologia , Voluntários Saudáveis , Análise de Variância
16.
Biomed Eng Online ; 19(1): 22, 2020 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-32295597

RESUMO

BACKGROUND: Temporomandibular disorders (TMDs) are pathological conditions affecting the temporomandibular joint and/or masticatory muscles. The current diagnosis of TMDs is complex and multi-factorial, including questionnaires, medical testing and the use of diagnostic methods, such as computed tomography and magnetic resonance imaging. The evaluation, like the mandibular range of motion, needs the experience of the professional in the field and as such, there is a probability of human error when diagnosing TMD. The aim of this study is therefore to develop a method with infrared cameras, using the maximum range of motion of the jaw and four types of classifiers to help professionals to classify the pathologies of the temporomandibular joint (TMJ) and related muscles in a quantitative way, thus helping to diagnose and follow up on TMD. METHODS: Forty individuals were evaluated and diagnosed using the diagnostic criteria for temporomandibular disorders (DC/TMD) scale, and divided into three groups: 20 healthy individuals (control group CG), 10 individuals with myopathies (MG), 10 individuals with arthropathies (AG). A quantitative assessment was carried out by motion capture. The TMJ movement was captured with camera tracking markers mounted on the face and jaw of each individual. Data was exported and analyzed using a custom-made software. The data was used to identify and place each participant into one of three classes using the K-nearest neighbor (KNN), Random Forest, Naïve Bayes and Support Vector Machine algorithms. RESULTS: Significant precision and accuracy (over 90%) was reached by KNN when classifying the three groups. The other methods tested presented lower values of sensitivity and specificity. CONCLUSION: The quantitative TMD classification method proposed herein has significant precision and accuracy over the DC/TMD standards. However, this should not be used as a standalone tool but as an auxiliary method for diagnostic TMDs.


Assuntos
Face , Fenômenos Mecânicos , Transtornos da Articulação Temporomandibular/diagnóstico , Adolescente , Adulto , Teorema de Bayes , Fenômenos Biomecânicos , Feminino , Humanos , Raios Infravermelhos , Masculino , Pessoa de Meia-Idade , Máquina de Vetores de Suporte , Adulto Jovem
17.
Medicine (Baltimore) ; 97(17): e0395, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29702987

RESUMO

BACKGROUND: The abdominal muscles are extremely important because they are directly involved in the functions of support, containment of viscera, and help in the process of expiration, defecation, urination, vomiting, and also at the time of childbirth. Many exercises and equipment are used to strengthen the abdominal muscles, and the workouts are proposed for a variety of purposes, such as preventing and rehabilitating low back pain, improving sports performance, achieving aesthetic standards, among others. Exercises that potentiate the electromyographic activity promote a greater recruitment of muscle fibers and are more effective to improve or maintain of the force. The electromyographic activity analysis allows us to reflect on the quality of the exercises proposed, consequently, to choose and order the exercises properly in a training session. METHODS: Our systematic review protocol will developed following the reporting items for the systematic review. To identify relevant studies, we sought articles on the following bases: MEDLINE, PubMed, Europubmed, SciELO, Physiotherapy Evidences Data Base (PEDro), Cochrane, and Google Scholar. The methodological quality of the studies included in the review will evaluated using a checklist and quality assessment. For intervention studies, risk of bias will estimated using the Cochrane Collaboration tool. RESULTS: The results of this study will show the electromyographic activation of the abdomen in the different types of exercises. CONCLUSION: Ethics approval was not required for this study because it was based on published studies. The results and findings of this study will be submitted and published in a scientific peer-reviewed journal. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42018086172.


Assuntos
Músculos Abdominais/fisiologia , Exercício Físico/fisiologia , Projetos de Pesquisa , Eletromiografia , Humanos , Revisões Sistemáticas como Assunto
18.
Clin Implant Dent Relat Res ; 20(2): 222-228, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29318773

RESUMO

BACKGROUND: Despite the wide use of dental implants they can bring inconveniences, as the moment one reaches osseointegration, these can no longer be extended. Therefore, if a problem occurs regarding its positioning, the options open are substitution or burial of the implant. With implant substitution, there exists the risk of local bone loss and/or future loss of the new implant. PURPOSE: This study proposes a new device (implant extender) for extending the dental implant. The feasibility of this technique is verified through installing dental implant extensions onto the humerus bone of dogs with autogenous bone grafts. MATERIALS AND METHODS: Implants of 3.3 mm in diameter by 6 mm in length and implant extensions with a 3.3 mm diameter and 2.2 mm length were installed onto humerus of 4 healthy dogs, using an autogenous bone graft in a block made from ilium. The biomechanical percussion tests were performed on the implant extensions and then the implant-extension sets were removed for radiographic analysis. RESULTS: In the biomechanical percussion, none of the extensions present clinical mobility. As for the x-rays, these were analyzed by 20 professionals, who concluded that there was a 100% success rate with bone formation around the implants, 74.1% for bone neoformation of the implant extensions, and 80.1% referring to the adaptation of the implant extension. DISCUSSION AND CONCLUSION: Bone formation occurred in every installed dental implant. In most cases, there occurred bone neoformation of the extensions and adaptation of the extension/implant set, according to the x-ray analysis performed by the evaluators. An absence of clinical mobility in the extensions was also observed. Although the results were promising, these techniques still need to be researched in humans, as an alternative for reducing elongated prosthetic crowns or poorly installed implants, as well as the modification of the type of implants among other applications.


Assuntos
Transplante Ósseo , Implantes Dentários , Planejamento de Prótese Dentária , Osseointegração , Animais , Autoenxertos , Implantação Dentária Endóssea , Cães , Úmero/diagnóstico por imagem , Ílio/transplante , Modelos Animais , Radiografia
19.
Res. Biomed. Eng. (Online) ; 34(1): 65-72, Jan.-Mar. 2018. tab, graf
Artigo em Inglês | LILACS | ID: biblio-896204

RESUMO

Abstract Introduction The aim of this pilot study based on convenience sampling was to analyze the feasibility to quantitatively discriminate Trendelenburg sign (TS), a characteristic drop in pelvic position during gait in hip disfunctions, in patients with total hip arthroplasty (THA), by assessing gait variability and symmetry using inertial sensors. Methods Thirteen patients with right THA, divided into two groups with (GTS, n=4) and without TS (GnTS, n=9) assessed by experienced physician, were enrolled in the study. Harris Hip Score was applied for specific evaluation of THA. The protocol consisted in walking on a level treadmill during 3 minutes with two inertial sensors attached at anterior superior iliac spine of both sides. For each left and right step, features were extracted from the Y-axis gyroscope signals: peak value, mean absolute value, standard deviation and range. For each feature, a symmetry ratio was calculated as the ratio between left and right side. Results No significant differences were found in Harris Hip Score between groups. The variability assessed by standard deviation for left step, contralateral to the replaced side, was significantly larger for GTS group (p<0.001). Significant differences in the symmetry ratios were found between GTS and GnTS for all features extracted from gyroscopes Y-axis (W=144, p<0.001). The symmetry ratios for GnTS group were approximately equal one (except for range), whereas for the GTS group they exceed the 10% criterion. Conclusion The variability and symmetry ratios of gait features extracted from inertial sensors were successful to discriminate TS in THA patients.

20.
Res. Biomed. Eng. (Online) ; 34(1): 9-18, Jan.-Mar. 2018. tab, graf
Artigo em Inglês | LILACS | ID: biblio-896205

RESUMO

AbstractIntroduction: Excessive load on the backpacks can lead to musculoskeletal injuries and gait alterations. The objective of this study was to analyze the electromyographic (EMG) activity in association to the kinematic during the stance and balance phases of gait performed with and without the use of the backpack. Methods Twelve volunteers have executed a gait cycle in 3 tasks: without the school backpack (SM), with a backpack with load equivalent to 10% (M10) and 20% (M20) of the body weight (BW). It was evaluated the ankle, knee and hip angular excursion (AE), linear displacement (LD) of the toe and ankle, knee, hip, shoulder, head and EMG activity of the tibialis anterior (TA), vastus medialis (VM), rectus abdominis (RA), gastrocnemius lateral (GL), biceps femoris (BF) and spinal erector (EE) muscles. Results In the LD in the stance phase there was an AP increase for the toe and ankle, hip and head (p<0.043). In the balance phase for VT (vertical) direction, the shoulder presented a smaller displacement as well as the toe, ankle, knee, hip, shoulder and head in the ML direction. In the AP direction, the toe displacement was smaller as well as the ankle (p < 0.038). The AE in both phases was smaller for the hip (p <0.006). In the balance phase the IEMG was higher for the RA (p = 0.034). Conclusion These results suggest that the transport of school backpacks with loads of more than 10%BW causes changes in the kinematic and in the muscular recruitment pattern.

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