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1.
Sensors (Basel) ; 24(9)2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38733031

RESUMO

This study aimed to propose a portable and intelligent rehabilitation evaluation system for digital stroke-patient rehabilitation assessment. Specifically, the study designed and developed a fusion device capable of emitting red, green, and infrared lights simultaneously for photoplethysmography (PPG) acquisition. Leveraging the different penetration depths and tissue reflection characteristics of these light wavelengths, the device can provide richer and more comprehensive physiological information. Furthermore, a Multi-Channel Convolutional Neural Network-Long Short-Term Memory-Attention (MCNN-LSTM-Attention) evaluation model was developed. This model, constructed based on multiple convolutional channels, facilitates the feature extraction and fusion of collected multi-modality data. Additionally, it incorporated an attention mechanism module capable of dynamically adjusting the importance weights of input information, thereby enhancing the accuracy of rehabilitation assessment. To validate the effectiveness of the proposed system, sixteen volunteers were recruited for clinical data collection and validation, comprising eight stroke patients and eight healthy subjects. Experimental results demonstrated the system's promising performance metrics (accuracy: 0.9125, precision: 0.8980, recall: 0.8970, F1 score: 0.8949, and loss function: 0.1261). This rehabilitation evaluation system holds the potential for stroke diagnosis and identification, laying a solid foundation for wearable-based stroke risk assessment and stroke rehabilitation assistance.


Assuntos
Redes Neurais de Computação , Fotopletismografia , Reabilitação do Acidente Vascular Cerebral , Acidente Vascular Cerebral , Humanos , Reabilitação do Acidente Vascular Cerebral/instrumentação , Reabilitação do Acidente Vascular Cerebral/métodos , Fotopletismografia/métodos , Fotopletismografia/instrumentação , Acidente Vascular Cerebral/fisiopatologia , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Pletismografia/métodos , Pletismografia/instrumentação , Desenho de Equipamento , Dispositivos Eletrônicos Vestíveis , Algoritmos
2.
J Vasc Surg Venous Lymphat Disord ; 10(2): 423-429.e2, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34450356

RESUMO

OBJECTIVE: Traditional air plethysmography (APG) provides a quantitative measure of the residual volume fraction (RVF) after 10 tiptoe movements. The recent development of a wireless Bluetooth (Bluetooth SIG, Inc, Kirkland, Wash) APG device, the PicoFlow (Microlab Elettronica, Padua, Italy), enabled us to measure RVF during normal walking. The aim of our study was to compare the RVF obtained during tiptoeing with RVF obtained during normal walking in patients with deep venous pathology (ie, reflux and/or obstruction). METHODS: A total of 61 consecutive symptomatic patients (27 women and 34 men; median age, 46 years; range, 18-79 years) with chronic venous disease due to deep venous pathology (venous reflux or obstruction, or both) before treatment or persisting after intervention were included in the present study. Of the 122 total limbs examined, 79 were affected by deep chronic venous disease and 43 contralateral limbs were normal with normal deep veins and acted as controls. The APG examination was performed using the PicoFlow device using the standard examination technique. The RVF was calculated from the residual volume at the end of 10 tiptoe movements and also during normal walking. RESULTS: At the end of the 10 tiptoe movements, the mean ± standard deviation RVF was 27.0% ± 13.2% in the limbs with normal deep veins and 38.8% ± 16.9% in the limbs with deep chronic venous disease (P < .001). During walking, when a steady state in volume was reached, the RVF was 26.3% ± 17.8% in the limbs with normal deep veins and 43.1% ± 18.6% in limbs with deep venous disease (P < 0.001). A significant difference was found between limbs with normal deep veins and limbs with deep venous reflux, irrespective of which exercise was performed. However, the mean RVF between the limbs with normal deep veins and those with outflow obstruction in the absence of reflux was significant during walking (P = .012) but not during tiptoeing (P = .212). The mean RVF was higher in the C3 to C6 limbs than in the C0 to C2 limbs with tiptoeing (29.9% ± 14.5% vs 38.3% ± 17.0%; P < .006). Similar results were obtained with walking (29.2% ± 18.0% vs 42.4% ± 18.8%; P < .004). CONCLUSIONS: In limbs with normal deep veins and deep veins with reflux, the RVF measured during walking with wireless APG was similar to the RVF obtained during tiptoeing. However, in the limbs with outflow obstruction in the absence of reflux, the RVF during walking was higher than the RVF after tiptoeing. Our results have shown that the evaluation of RVF during walking is feasible and practical.


Assuntos
Determinação do Volume Sanguíneo , Volume Sanguíneo , Extremidade Inferior/irrigação sanguínea , Pletismografia , Veias/fisiopatologia , Insuficiência Venosa/diagnóstico , Caminhada , Tecnologia sem Fio , Adolescente , Adulto , Idoso , Determinação do Volume Sanguíneo/instrumentação , Doença Crônica , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pletismografia/instrumentação , Valor Preditivo dos Testes , Insuficiência Venosa/fisiopatologia , Tecnologia sem Fio/instrumentação , Adulto Jovem
3.
Sci Rep ; 11(1): 17099, 2021 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-34429449

RESUMO

Whole-body plethysmography (WBP) is an established method to determine physiological parameters and pathophysiological alteration of breathing in animals and animal models of a variety of diseases. Although frequently used, there is ongoing debate about what exactly is measured by whole-body-plethysmography and how reliable the data derived from this method are. Here, we designed an artificial lung model that enables a thorough evaluation of different predictions about and around whole-body plethysmography. Using our lung model, we confirmed that during WBP two components contribute to the pressure changes detected in the chamber: (1) the increase in the pressure due to heating and moistening of the air during inspiration, termed conditioning; (2) changes in the chamber pressure that depend on airway resistance. Both components overlap and contribute to the temporal pressure-profile measured in the chamber or across the wall of the chamber, respectively. Our data showed that a precise measurement of the breathing volume appears to be hindered by at least two factors: (1) the unknown relative contribution of each of these two components; (2) not only the air in the inspired volume is conditioned during inspiration, but also air within the residual volume and dead space that is recruited during inspiration. Moreover, our data suggest that the expiratory negative pressure peak that is used to determine the enhanced pause (Penh) parameter is not a measure for airway resistance as such but rather a consequence of the animal's response to the airway resistance, using forced or active expiration to overcome the resistance by a higher thoracic pressure.


Assuntos
Pulmão/fisiologia , Respiração Artificial/métodos , Ventiladores Mecânicos , Animais , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Pletismografia/instrumentação , Pletismografia/métodos , Respiração Artificial/instrumentação
4.
Sleep Breath ; 25(3): 1535-1541, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-33411184

RESUMO

PURPOSE: Evaluate the effect of respiratory inductance plethysmography (RIP) belt design on the reliability and quality of respiratory signals. A comparison of cannula flow to disposable cut-to-fit, semi-disposable folding and disposable RIP belts was performed in clinical home sleep apnea testing (HSAT) studies. METHODS: This was a retrospective study using clinical HSAT studies. The signal reliability of cannula, thorax, and abdomen RIP belts was determined by automatically identifying periods during which the signals did not represent respiratory airflow and breathing movements. Results were verified by manual scoring. RIP flow quality was determined by examining the correlation between the RIP flow and cannula flow when both signals were considered reliable. RESULTS: Of 767 clinical HSAT studies, mean signal reliability of the cut-to-fit, semi-disposable, and disposable thorax RIP belts was 83.0 ± 26.2%, 76.1 ± 24.4%, and 98.5 ± 9.3%, respectively. The signal reliability of the cannula was 92.5 ± 16.1%, 87.0 ± 23.3%, and 85.5 ± 24.5%, respectively. The automatic assessment of signal reliability for the RIP belts and cannula flow had a sensitivity of 50% and a specificity of 99% compared with manual assessment. The mean correlation of cannula flow to RIP flow from the cut-to-fit, semi-disposable, and disposable RIP belts was 0.79 ± 0.24, 0.52 ± 0.20, and 0.86 ± 0.18, respectively. CONCLUSION: The design of RIP belts affects the reliability and quality of respiratory signals. The disposable RIP belts that had integrated contacts and did not fold on top of themselves performed the best. The cut-to-fit RIP belts were most likely to be unreliable, and the semi-disposable folding belts produced the lowest-quality RIP flow signals compared to the cannula flow signal.


Assuntos
Desenho de Equipamento , Pletismografia/instrumentação , Respiração , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Estudos Retrospectivos
5.
Pediatr Res ; 89(5): 1232-1238, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-32620007

RESUMO

BACKGROUND: The current methods for assessment of thoracoabdominal asynchrony (TAA) require offline analysis on the part of physicians (respiratory inductance plethysmography (RIP)) or require experts for interpretation of the data (sleep apnea detection). METHODS: To assess synchrony between the thorax and abdomen, the movements of the two compartments during quiet breathing were measured using pneuRIP. Fifty-one recordings were obtained: 20 were used to train a machine-learning (ML) model with elastic-net regularization, and 31 were used to test the model's performance. Two feature sets were explored: (1) phase difference (ɸ) between the thoracic and abdominal signals and (2) inverse cumulative percentage (ICP), which is an alternate measure of data distribution. To compute accuracy of training, the model outcomes were compared with five experts' assessments. RESULTS: Accuracies of 61.3% and 90.3% were obtained using ɸ and ICP features, respectively. The inter-rater reliability (i.r.r.) of the assessments of experts was 0.402 and 0.684 when they used ɸ and ICP to identify TAA, respectively. CONCLUSIONS: With this pilot study, we show the efficacy of the ICP feature and ML in developing an accurate automated approach to identifying TAA that reduces time and effort for diagnosis. ICP also helped improve consensus among experts. IMPACT: Our article presents an automated approach to identifying thoracic abdominal asynchrony using machine learning and the pneuRIP device. It also shows how a modified statistical measure of cumulative frequency can be used to visualize the progression of the pulmonary functionality along time. The pulmonary testing method we developed gives patients and doctors a noninvasive and easy to administer and diagnose approach. It can be administered remotely, and alerts can be transmitted to the physician. Further, the test can also be used to monitor and assess pulmonary function continuously for prolonged periods, if needed.


Assuntos
Pletismografia/métodos , Síndromes da Apneia do Sono/diagnóstico , Abdome/fisiopatologia , Adolescente , Algoritmos , Criança , Pré-Escolar , Gráficos por Computador , Humanos , Aprendizado de Máquina , Variações Dependentes do Observador , Reconhecimento Automatizado de Padrão , Projetos Piloto , Pletismografia/instrumentação , Reprodutibilidade dos Testes , Respiração , Mecânica Respiratória , Taxa Respiratória , Processamento de Sinais Assistido por Computador , Tórax/fisiopatologia
6.
Rev. bras. neurol ; 56(3): 5-10, jul.-set. 2020. tab, graf
Artigo em Inglês | LILACS | ID: biblio-1120371

RESUMO

Total traumatic injury often requires surgical intervention such as neurotization using the phrenic nerve with the aim to recover the elbow function. However, its repercussions on the respiratory kinematics are unknown. Objective: To evaluate the ribcage volume in tricompartments division, kinematics of Duty Cycle, and shortening velocity of the respiratory muscles after nerve phrenic transfer. Methods: Five participants (4 male), aged 18 to 40 years old (32±2), diagnosed with total brachial plexus injury and with nerve phrenic transfer. The optoelectronic plethysmography (OEP) was the instrument to evaluate volume in quiet breathing (QB), inspiratory capacity (IC) and vital capacity (VC) of the rib cage in its tricompartments division (pulmonary rib cage, abdominal rib cage and abdomen rib cage) and in each hemithorax, as well as the shortening velocity of the respiratory muscles, and respiratory rate. Assessments occurred 30 days prior and 30 days after surgery. Results: There was a decrease in the total compartmental distribution in QB with statistical difference only in the abdominal compartment (p <0.05). Four patients showed a reduction in the shortening speed of the left diaphragm muscle. It was not possible to perform a group analysis of respiratory kinematics and volumes in CV, IC due to the variation found in each patient analyzed. Conclusion: There was a reduction in volume in the rib cage as well as a change in the speed of shortening of the respiratory muscles after the transfer of the phrenic nerve one month after surgery.


A lesão traumática total freqüentemente requer intervenção cirúrgica, como neurotização usando o nervo frênico, com o objetivo de recuperar a função do cotovelo. No entanto, suas repercussões na cinemática respiratória são desconhecidas. Objetivo: Avaliar o volume da caixa torácica na divisão dos tricompartimentos, a cinemática do Duty Cycle e a velocidade de encurtamento dos músculos respiratórios após a transferência do nervo frênico. Métodos: Cinco participantes (4 do sexo masculino), com idade entre 18 e 40 anos (32 ± 2), com diagnóstico de lesão total do plexo braquial e transferência do nervo frênico. A pletismografia optoeletrônica (OEP) foi o instrumento para avaliar o volume na respiração silenciosa (QB), a capacidade inspiratória (IC) e a capacidade vital (VC) da caixa torácica em sua divisão tricompartimental (caixa torácica pulmonar, caixa torácica abdominal e caixa torácica do abdômen ) e em cada hemitórax, bem como a velocidade de encurtamento dos músculos respiratórios e a frequência respiratória. As avaliações ocorreram 30 dias antes e 30 dias após a cirurgia. Resultados: Houve diminuição da distribuição compartimental total no QB com diferença estatística apenas no compartimento abdominal (p <0,05). Quatro pacientes apresentaram redução da velocidade de encurtamento do músculo diafragma esquerdo. Não foi possível realizar uma análise de grupo da cinemática respiratória e dos volumes em CV, IC devido à variação encontrada em cada paciente analisado. Conclusão: Houve redução do volume da caixa torácica e também alteração da velocidade de encurtamento dos músculos respiratórios após a transferência do nervo frênico um mês após a cirurgia.


Assuntos
Humanos , Masculino , Feminino , Adolescente , Adulto , Adulto Jovem , Nervo Frênico/cirurgia , Músculos Respiratórios/fisiopatologia , Plexo Braquial/lesões , Transferência de Nervo/métodos , Pletismografia/instrumentação , Testes de Função Respiratória/métodos , Resultado do Tratamento
7.
J Surg Res ; 256: 468-475, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32798994

RESUMO

BACKGROUND: Beta-blockers blunt the stress response to hemorrhage. Our aim was to investigate the feasibility of noninvasive pulse oximeter plethysmographic waveform variation (PoPV) for predicting blood volume loss in an esmolol-treated swine hemorrhagic shock model. MATERIALS AND METHODS: Controlled hemorrhage was induced in eight male domestic pigs. In four pigs, a total of 15% and 30% blood volume was drawn step-by-step over 10 min in each step (controlled hemorrhage-only pigs). In the other four pigs, the heart rate (HR) was reduced and maintained by 30% from baseline by esmolol infusion before controlled hemorrhage (esmolol-treated pigs). Diagnostic abilities of HR, pulse pressure variation (PPV), PoPV, and mean arterial pressure for 15% and 30% blood volume loss were determined by the area under the receiver operating characteristic curve (AUC). RESULTS: PoPV was well correlated with PPV in controlled hemorrhage-only pigs (r = 0.717) and esmolol-treated pigs (r = 0.532). In controlled hemorrhage-only pigs, HR (AUC = 0.841 and 0.864), PPV (0.878 and 0.843), and PoPV (0.779 and 0.793) accurately predicted 15% and 30% of blood volume loss. In esmolol-treated pigs, the diagnostic ability of HR was decreased (AUC = 0.766 and 0.733). However, diagnostic abilities of PPV (0.848 and 0.804) and PoPV (0.808 and 0.842) were not deteriorated. CONCLUSIONS: The diagnostic ability of HR for blood volume loss was blunted by esmolol. However, those of PPV and PoPV were not altered. PoPV may be considered to be a useful noninvasive tool to predict blood volume loss in injured patients taking beta-blockers.


Assuntos
Pressão Sanguínea/efeitos dos fármacos , Oximetria/métodos , Propanolaminas/administração & dosagem , Choque Hemorrágico/diagnóstico , Animais , Pressão Sanguínea/fisiologia , Modelos Animais de Doenças , Relação Dose-Resposta a Droga , Estudos de Viabilidade , Frequência Cardíaca/efeitos dos fármacos , Frequência Cardíaca/fisiologia , Humanos , Masculino , Oximetria/instrumentação , Oxigênio/sangue , Pletismografia/instrumentação , Pletismografia/métodos , Choque Hemorrágico/tratamento farmacológico , Choque Hemorrágico/fisiopatologia , Sus scrofa
8.
PLoS One ; 15(1): e0226980, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31923192

RESUMO

RATIONALE: Pulmonary function testing (PFT) provides diagnostic information regarding respiratory physiology. However, many forms of PFT are time-intensive and require patient cooperation. Respiratory inductance plethysmography (RIP) provides thoracoabdominal asynchrony (TAA) and work of breathing (WOB) data. pneuRIPTM is a noninvasive, wireless analyzer that provides real-time assessment of RIP via an iPad. In this study, we show that pneuRIPTM can be used in a hospital clinic setting to differentiate WOB indices and breathing patterns in children with DMD as compared to age-matched healthy subjects. METHODS: RIP using the pneuRIPTM was conducted on 9 healthy volunteers and 7 DMD participants (ages 5-18) recruited from the neuromuscular clinic, under normal resting conditions over 3-5 min during routine outpatient visits. The tests were completed in less than 10 minutes and did not add excessive time to the clinic visit. Variables recorded included labored-breathing index (LBI), phase angle (Φ) between abdomen and rib cage, respiratory rate (RR), percentage of rib cage input (RC%), and heart rate (HR). The data were displayed in histogram plots to identify distribution patterns within the normal ranges. The percentages of data within the ranges (0≤ Φ ≤30 deg.; median RC %±10%; median RR±5%; 1≤LBI≤1.1) were compared. Unpaired t-tests determined significance of the data between groups. RESULTS: 100% patient compliance demonstrates the feasibility of such testing in clinical settings. DMD patients showed a significant elevation in Φ, LBI, and HR averages (P<0.006, P<0.002, P<0.046, respectively). Healthy subjects and DMD patients had similar BPM and RC% averages. All DMD data distributions were statistically different from healthy subjects based on analysis of histograms. The DMD patients showed significantly less data within the normal ranges, with only 49.7% Φ, 48.0% RC%, 69.2% RR, and 50.7% LBI. CONCLUSION: In this study, noninvasive pneuRIPTM testing provided instantaneous PFT diagnostic results. As compared to healthy subjects, patients with DMD showed abnormal results with increased markers of TAA, WOB indices, and different breathing patterns. These results are similar to previous studies evaluating RIP in preterm infants. Further studies are needed to compare these results to other pulmonary testing methods. The pneuRIPTM testing approach provides immediate diagnostic information in outpatient settings.


Assuntos
Distrofia Muscular de Duchenne/fisiopatologia , Pletismografia/instrumentação , Mecânica Respiratória , Trabalho Respiratório , Adolescente , Estudos de Casos e Controles , Criança , Pré-Escolar , Frequência Cardíaca , Humanos , Masculino , Distrofia Muscular de Duchenne/diagnóstico , Pletismografia/métodos , Testes de Função Respiratória , Taxa Respiratória
9.
Biomed Phys Eng Express ; 6(3): 035017, 2020 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-33438662

RESUMO

OBJECTIVE: The purpose of this study was to determine if upper body (UB) and lower body (LB) bioelectrical impedance analysis (BIA) devices yield similar estimates of BF% as whole body (WB) BIA. APPROACH: Ninety-four men and women had their body composition evaluated using a Baseline 12-1190 Body Fat Scale (Fabrication Enterprises Inc.) as the LB BIA device, an Omron HBF-306C Handheld Body Fat Loss Monitor (Omron Healthcare, Inc.) as the UB BIA device, and a Seca Medical Body Composition Analyzer 514 (Seca North America) as the WB BIA device as well as via air displacement plethysmography (ADP; BodPod; Life Measurement Inc.). MAIN RESULTS: in women, the BF% was greater for WB BIA compared to UB BIA and LB BIA (28.9 ± 5.0 versus 23.8 ± 4.4 versus 20.4 ± 5.9%; p < 0.001) with no differences between the WB BIA and ADP BF% (28.9 ± 5.0 versus 28.3 ± 7.5%; p = 0.982). In men, BF% was greater for WB BIA compared to UB BIA and LB BIA (19.1 ± 6.7 versus 15.5 ± 5.3 versus 14.9 ± 4.0; p < 0.001) with no differences between the WB BIA and ADP BF% (19.1 ± 6.7 versus 17.6 ± 7.8; p = 0.394). SIGNIFICANCE: Our findings suggest that the UB and LB BIA devices used in this study underestimate BF% compared to a WB BIA device and ADP in men and women.


Assuntos
Impedância Elétrica , Pletismografia/instrumentação , Pletismografia/métodos , Absorciometria de Fóton , Tecido Adiposo , Adolescente , Adulto , Composição Corporal , Peso Corporal , Estudos Transversais , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Fatores Sexuais , Adulto Jovem
10.
Sleep Breath ; 24(1): 221-230, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31049851

RESUMO

PURPOSE: Pulse transit time (PTT) derived by ECG and plethysmographic signal can be a promising alternative to invasive or oscillometry-based blood pressure (BP) monitoring in sleep laboratories because it does not cause arousals from sleep. Therefore, this study assessed the validity of PTT for BP monitoring under sleep laboratory-like conditions. METHODS: Ten volunteers (55.8 ± 19.6 years), 12 patients with heart failure with reduced ejection fraction (HFrEF; 67.3 ± 8.6 years), and 14 patients with Nizza class I pulmonary arterial hypertension (PAH; 59.5 ± 13.4 years) performed different breathing patterns to simulate nocturnal sleep-disordered breathing (SDB). BP was measured at least every 15 min over 1 h using oscillometry (Task Force Monitor™) and PTT (SOMNOscreen™) devices in free breathing conditions and during SDB simulation (alternating phases of hyperventilation and apneas). RESULTS: One hundred forty-two points of measurements were collected. No difference was found in both mean systolic BP (SBP) and diastolic BP (DBP) between oscillometric PTT-based BP measurements in the whole population and throughout the whole recording (SBP 111.3 ± 15.1 mmHg versus 110.0 ± 14.7 mmHg, p = 0.051; DBP 69.9 ± 12.2 versus 69.9 ± 14.2 mmHg, p = 0.701). Likewise, no significant difference in SBP and DBP was found between the two methods in the subgroups of healthy subjects, HFrEF patients and PAH patients, both in free breathing conditions (p > 0.05) and during SDB simulation (p > 0.05). CONCLUSIONS: When monitoring BP in healthy subjects, and in patients with HFrEF or PAH, PTT provides a BP estimation comparable with oscillometric measurement, though slightly inaccurate, both in the condition of regular and unstable breathing.


Assuntos
Pressão Sanguínea/fisiologia , Insuficiência Cardíaca/fisiopatologia , Hipertensão Pulmonar/fisiopatologia , Polissonografia/métodos , Análise de Onda de Pulso/métodos , Trabalho Respiratório/fisiologia , Adulto , Idoso , Nível de Alerta/fisiologia , Baixo Débito Cardíaco/fisiopatologia , Eletrocardiografia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Oscilometria/instrumentação , Oscilometria/métodos , Pletismografia/instrumentação , Pletismografia/métodos , Polissonografia/instrumentação , Análise de Onda de Pulso/instrumentação , Reprodutibilidade dos Testes
11.
J Neurosci Methods ; 329: 108459, 2020 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-31614161

RESUMO

BACKGROUND: Noninvasive diagnostic methods utilizing pulse wave measurements on the surface of the head are an important tool in diagnosing various types of cerebrovascular disease. The measurement of extraorbital pressure fluctuations reflects intraocular and intracranial pressure changes and can be used to estimate pressure changes in intracranial arteries and the collateral circulation. NEW METHOD: In this paper, we describe our patented (CZ 305757) digital device for noninvasive measuring and monitoring of orbital movements using pressure detection. We conducted preclinical tests (126 measurements on 42 volunteers) to evaluate the practical capabilities of our device. Two human experts visually assessed the quality of the pressure pulsation and discriminability among various test conditions (specifically, subject lying, sitting, and the Matas carotid occlusion test). RESULTS: The results showed that our device provided clinically relevant outcomes with a sufficient level of detail of the pulse wave and a high reliability (not less than 85%) in all clinically relevant situations. It was possible to record the effect of the Matas carotid occlusion test. COMPARISON WITH EXISTING METHOD(S): Our fully noninvasive, lightweight (185 g), portable, and wireless device provides a considerably cheaper alternative to the current diagnostic methods (e.g., transcranial ultrasound, X-ray, or MRI angiography) for specific assessment of cerebral circulation. Within a minute, it can detect the Willis circle integrity and thus eliminate the potential risks associated with the Matas test using standard EEG. CONCLUSIONS: Our device represents an improvement and a valid alternative to the current methods diagnosing regional cerebral circulation.


Assuntos
Circulação Cerebrovascular/fisiologia , Círculo Arterial do Cérebro/fisiologia , Desenho de Equipamento , Órbita , Pletismografia/instrumentação , Pletismografia/normas , Fluxo Pulsátil/fisiologia , Fluxo Sanguíneo Regional/fisiologia , Humanos , Órbita/irrigação sanguínea , Reprodutibilidade dos Testes
13.
Rev Assoc Med Bras (1992) ; 65(10): 1283-1289, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31721960

RESUMO

Body composition assessment at the molecular level is relevant for the athletic population and its association with high performance is well recognized. The four-compartment molecular model (4C) is the reference method for fat mass (FM) and fat-free mass (FFM) estimation. However, its implementation in a real context is not feasible. Coaches and athletes need practical body composition methods for body composition assessment, and the bioelectrical impedance analysis method (BIA) is usually seen as a useful alternative. The aim of this study was to test the validity of BIA (Tanita, TBF-310) to determine the FM and FFM of elite judo athletes. A total of 29 males were evaluated in a period of weight stability using the reference method (4C) and the alternative method (Tanita, TBF-310). Regarding the 4C method, total-body water was assessed by deuterium dilution, bone mineral by DXA, and body volume by air displacement plethysmography. The slops and intercepts differed from 1 (0.39 and 1.11) and 0 (4.24 and -6.41) for FM and FFM, respectively. FM from Tanita TBF-310 overestimated the 4C method by 0.2 kg although no differences were found for FFM. Tanita TBF-310 explained 21% and 72% respectively in the estimation of absolute values of FM and FFM from the 4C method. Limits of agreement were significant, varying from -6.7 kg to 7.0 kg for FM and from -8.9 kg to 7.5 kg for FFM. In conclusion, TBF-310 Tanita is not a valid alternative method for estimating body composition in highly trained judo athletes.


Assuntos
Atletas , Composição Corporal , Artes Marciais/fisiologia , Modelos Moleculares , Pletismografia/instrumentação , Adolescente , Adulto , Impedância Elétrica , Humanos , Masculino , Reprodutibilidade dos Testes , Adulto Jovem
14.
Sensors (Basel) ; 19(19)2019 Sep 27.
Artigo em Inglês | MEDLINE | ID: mdl-31569798

RESUMO

In real world scenarios, the task of estimating heart rate (HR) using video plethysmography (VPG) methods is difficult because many factors could contaminate the pulse signal (i.e., a subjects' movement, illumination changes). This article presents the evaluation of a VPG system designed for continuous monitoring of the user's heart rate during typical human-computer interaction scenarios. The impact of human activities while working at the computer (i.e., reading and writing text, playing a game) on the accuracy of HR VPG measurements was examined. Three commonly used signal extraction methods were evaluated: green (G), green-red difference (GRD), blind source separation (ICA). A new method based on an excess green (ExG) image representation was proposed. Three algorithms for estimating pulse rate were used: power spectral density (PSD), autoregressive modeling (AR) and time domain analysis (TIME). In summary, depending on the scenario being studied, different combinations of signal extraction methods and the pulse estimation algorithm ensure optimal heart rate detection results. The best results were obtained for the ICA method: average RMSE = 6.1 bpm (beats per minute). The proposed ExG signal representation outperforms other methods except ICA (RMSE = 11.2 bpm compared to 14.4 bpm for G and 13.0 bmp for GRD). ExG also is the best method in terms of proposed success rate metric (sRate).


Assuntos
Algoritmos , Face , Determinação da Frequência Cardíaca/métodos , Pletismografia/métodos , Computadores , Frequência Cardíaca/fisiologia , Determinação da Frequência Cardíaca/instrumentação , Humanos , Processamento de Imagem Assistida por Computador , Pletismografia/instrumentação , Leitura , Processamento de Sinais Assistido por Computador , Jogos de Vídeo , Gravação em Vídeo/instrumentação , Gravação em Vídeo/métodos , Redação
15.
Cardiovasc Eng Technol ; 10(4): 618-627, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31598894

RESUMO

PURPOSE: Prompt detection of congestion is an essential target in order to prevent heart failure (HF) related hospitalization, being ambulatory monitoring a promising strategy to do so. A successful non-invasive ambulatory monitoring system requires automatic devices for physiological data recording; these data must give information about HF deterioration early enough to predict HF-related adverse events. This work aims to evaluate seven vascular parameters for the ambulatory monitoring of congestive heart failure patients. METHODS: Seven vascular parameters are proposed as indicators of HF deterioration. These parameters are obtained using venous occlusion plethysmography; a technique that uses hardware able of being miniaturized and easily integrated into wearables for ambulatory monitoring. The ability of the proposed vascular parameters to detect congestion is evaluated in eight healthy volunteers and ten congestive heart failure patients with different congestion levels-mild, moderate and severe. RESULTS: Most parameters distinguish between healthy volunteers and heart failure patients, and some of them present significant differences between volunteers and low levels of congestion-mild or moderate. CONCLUSION: Home monitoring of some of the proposed parameters could detect HF deterioration on its onset and alert to health personnel.


Assuntos
Insuficiência Cardíaca/diagnóstico , Hemodinâmica , Monitorização Ambulatorial/métodos , Pletismografia , Telemetria , Adulto , Idoso , Estudos de Casos e Controles , Desenho de Equipamento , Feminino , Insuficiência Cardíaca/fisiopatologia , Insuficiência Cardíaca/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Miniaturização , Modelos Cardiovasculares , Monitorização Ambulatorial/instrumentação , Pletismografia/instrumentação , Valor Preditivo dos Testes , Prognóstico , Estudo de Prova de Conceito , Índice de Gravidade de Doença , Telemetria/instrumentação , Função Ventricular Esquerda , Dispositivos Eletrônicos Vestíveis , Adulto Jovem
16.
Rev. Assoc. Med. Bras. (1992) ; 65(10): 1283-1289, Oct. 2019. tab, graf
Artigo em Inglês | LILACS | ID: biblio-1041037

RESUMO

SUMMARY Body composition assessment at the molecular level is relevant for the athletic population and its association with high performance is well recognized. The four-compartment molecular model (4C) is the reference method for fat mass (FM) and fat-free mass (FFM) estimation. However, its implementation in a real context is not feasible. Coaches and athletes need practical body composition methods for body composition assessment, and the bioelectrical impedance analysis method (BIA) is usually seen as a useful alternative. The aim of this study was to test the validity of BIA (Tanita, TBF-310) to determine the FM and FFM of elite judo athletes. A total of 29 males were evaluated in a period of weight stability using the reference method (4C) and the alternative method (Tanita, TBF-310). Regarding the 4C method, total-body water was assessed by deuterium dilution, bone mineral by DXA, and body volume by air displacement plethysmography. The slops and intercepts differed from 1 (0.39 and 1.11) and 0 (4.24 and -6.41) for FM and FFM, respectively. FM from Tanita TBF-310 overestimated the 4C method by 0.2 kg although no differences were found for FFM. Tanita TBF-310 explained 21% and 72% respectively in the estimation of absolute values of FM and FFM from the 4C method. Limits of agreement were significant, varying from -6.7 kg to 7.0 kg for FM and from -8.9 kg to 7.5 kg for FFM. In conclusion, TBF-310 Tanita is not a valid alternative method for estimating body composition in highly trained judo athletes.


RESUMO A avaliação da composição corporal ao nível molecular é relevante para a população esportiva e sua associação com o alto rendimento é bem reconhecida. O modelo molecular a quatro compartimentos (4C) é o método de referência para as estimativas de massa gorda (MG) e massa livre de gordura (MLG). No entanto, sua implementação no contexto real não é viável. Técnicos e atletas precisam de métodos práticos de composição corporal para a avaliação da composição corporal e o método de análise de impedância bioelétrica (BIA) é geralmente visto como uma alternativa útil. O objetivo deste estudo foi testar a validade da BIA (Tanita, TBF-310) na determinação de MG e MLG em atletas de elite de judô. Um total de 29 atletas masculinos foi avaliado em um período de estabilidade de peso usando o método de referência (4C) e o método alternativo (Tanita, TBF-310). Em relação ao método a 4C, a água corporal total foi avaliada pela diluição de deutério, mineral ósseo por DXA e volume corporal por pletismografia por deslocamento de ar. Os declives e interceções diferiram de 1 (0,39 e 1,11) e 0 (4,24 e -6,41) para MG e MLG, respectivamente. A MG da Tanita TBF-310 superestimou o método 4C em 0,2 kg, embora não tenham sido encontradas diferenças para MLG. A Tanita TBF-310 explicou 21% e 72%, respectivamente, na estimativa dos valores absolutos de MG e MLG do método a 4C. Os limites de concordância foram grandes, variando de -6,7 kg a 7,0 kg para MG e de -8,9 kg a 7,5 kg para MLG. Em conclusão, a TBF-310 Tanita não é um método alternativo válido para estimar a composição corporal em judocas altamente treinados.


Assuntos
Humanos , Masculino , Adolescente , Adulto , Adulto Jovem , Pletismografia/instrumentação , Composição Corporal , Modelos Moleculares , Artes Marciais/fisiologia , Atletas , Reprodutibilidade dos Testes , Impedância Elétrica
17.
Crit Care ; 23(1): 19, 2019 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-30658663

RESUMO

BACKGROUND: A passive leg raising (PLR) test is positive if the cardiac index (CI) increased by > 10%, but it requires a direct measurement of CI. On the oxygen saturation plethysmographic signal, the perfusion index (PI) is the ratio between the pulsatile and the non-pulsatile portions. We hypothesised that the changes in PI could predict a positive PLR test and thus preload responsiveness in a totally non-invasive way. METHODS: In patients with acute circulatory failure, we measured PI (Radical-7) and CI (PiCCO2) before and during a PLR test and, if decided, before and after volume expansion (500-mL saline). RESULTS: Three patients were excluded because the plethysmography signal was absent and 3 other ones because it was unstable. Eventually, 72 patients were analysed. In 34 patients with a positive PLR test (increase in CI ≥ 10%), CI and PI increased during PLR by 21 ± 10% and 54 ± 53%, respectively. In the 38 patients with a negative PLR test, PI did not significantly change during PLR. In 26 patients in whom volume expansion was performed, CI and PI increased by 28 ± 14% and 53 ± 63%, respectively. The correlation between the PI and CI changes for all interventions was significant (r = 0.64, p < 0.001). During the PLR test, if PI increased by > 9%, a positive response of CI (≥ 10%) was diagnosed with a sensitivity of 91 (76-98%) and a specificity of 79 (63-90%) (area under the receiver operating characteristics curve 0.89 (0.80-0.95), p < 0.0001). CONCLUSION: An increase in PI during PLR by 9% accurately detects a positive response of the PLR test. TRIAL REGISTRATION: ID RCB 2016-A00959-42. Registered 27 June 2016.


Assuntos
Hemodinâmica/fisiologia , Oxigênio/análise , Pletismografia/métodos , Idoso , Débito Cardíaco/fisiologia , Estado Terminal , Feminino , Humanos , Perna (Membro)/irrigação sanguínea , Perna (Membro)/fisiopatologia , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Monitorização Fisiológica/métodos , Monitorização Fisiológica/tendências , Oxigênio/sangue , Pletismografia/instrumentação , Estudos Prospectivos , Curva ROC , Choque/sangue , Choque/fisiopatologia
18.
PLoS One ; 13(8): e0202480, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30114216

RESUMO

OBJECTIVE: Assessment of local arterial properties has become increasingly important in cardiovascular research as well as in clinical domains. Vascular wall stiffness indices are related to local pulse pressure (ΔP) level, mechanical and geometrical characteristics of the arterial vessel. Non-invasive evaluation of local ΔP from the central arteries (aorta and carotid) is not straightforward in a non-specialist clinical setting. In this work, we present a method and system for real-time and beat-by-beat evaluation of local ΔP from superficial arteries-a non-invasive, cuffless and calibration-free technique. METHODS: The proposed technique uses a bi-modal arterial compliance probe which consisted of two identical magnetic plethysmograph (MPG) sensors located at 23 mm distance apart and a single-element ultrasound transducer. Simultaneously measured local pulse wave velocity (PWV) and arterial dimensions were used in a mathematical model for calibration-free evaluation of local ΔP. The proposed approach was initially verified using an arterial flow phantom, with invasive pressure catheter as the reference device. The developed porotype device was validated on 22 normotensive human subjects (age = 24.5 ± 4 years). Two independent measurements of local ΔP from the carotid artery were made during physically relaxed and post-exercise condition. RESULTS: Phantom-based verification study yielded a correlation coefficient (r) of 0.93 (p < 0.001) for estimated ΔP versus reference brachial ΔP, with a non-significant bias and standard deviation of error equal to 1.11 mmHg and ±1.97 mmHg respectively. The ability of the developed system to acquire high-fidelity waveforms (dual MPG signals and ultrasound echoes from proximal and distal arterial walls) from the carotid artery was demonstrated by the in-vivo validation study. The group average beat-to-beat variation in measured carotid local PWV, arterial diameter parameters-distension and end-diastolic diameter, and local ΔP were 4.2%, 2.6%, 3.3%, and 10.2% respectively in physically relaxed condition. Consistent with the physiological phenomenon, local ΔP measured from the carotid artery of young populations was, on an average, 22 mmHg lower than the reference ΔP obtained from the brachial artery. Like the reference brachial blood pressure (BP) monitor, the developed prototype device reliably captured variations in carotid local ΔP induced by an external intervention. CONCLUSION: This technique could provide a direct measurement of local PWV, arterial dimensions, and a calibration-free estimate of beat-by-beat local ΔP. It can be potentially extended for calibration-free cuffless BP measurement and non-invasive characterization of central arteries with locally estimated biomechanical properties.


Assuntos
Determinação da Pressão Arterial/instrumentação , Pressão Sanguínea , Artérias Carótidas/fisiologia , Pletismografia/instrumentação , Adulto , Desenho de Equipamento , Feminino , Humanos , Masculino , Imagens de Fantasmas , Análise de Onda de Pulso , Sensibilidade e Especificidade , Adulto Jovem
19.
Int J Chron Obstruct Pulmon Dis ; 13: 2351-2360, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30122915

RESUMO

Background and aim: It is desirable to facilitate the use of an affordable, reliable, and portable spirometer, for earlier diagnosis of COPD in China, particularly in rural areas. The aim of this study was to assess the agreement of a handheld "disposable pneumotachograph" (D-PNEU) spirometer with the gold standard spirometer and to evaluate its diagnostic accuracy of spirometric classification of airflow obstruction. Subjects and methods: A total of 241 adult Chinese subjects ranging from healthy to those with mixed levels of pulmonary disease performed spirometry in a conventional body plethysmograph, and using a D-PNEU device in randomized order. The three best spirometric tests were recorded for comparative analysis. A Bland-Altman graph was created to assess the agreement between devices. Using FEV1/FVC <70% as the "gold standard" for obstruction, the accuracy of classifying the severity of airway obstruction for all subjects was assessed. For the specific individuals (n=159) able to exhale for at least 6 seconds, the accuracy of classifying airway obstruction was further assessed. For this purpose, a receiver operating characteristic curve was used to determine an optimal cutoff point of FEV1/FEV6 ratio obtained by the D-PNEU device, which matched the global definition of FEV1/FVC <70% by the traditional spirometer. Results: The Bland-Altman analysis showed that the between-device agreement for key airflow metrics was within clinically acceptable limits. The D-PNEU device had 87.1% accuracy in the classification of severity of obstruction in all 241 subjects, when using FEV1/FVC<70% as the "gold standard" for both devices. The D-PNEU device had 93.7% accuracy in the 159 individuals able to exhale for at least 6 seconds, when a cutoff point of FEV1/FEV6 was 74%. Conclusion: A disposable handheld spirometry device is capable of accurately identifying and quantifying airway obstruction in patients deemed to be at risk, however, caution should be exercised and all available brands should be tested.


Assuntos
Obstrução das Vias Respiratórias/diagnóstico por imagem , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Espirometria/instrumentação , Adulto , Obstrução das Vias Respiratórias/fisiopatologia , China , Equipamentos Descartáveis , Volume Expiratório Forçado , Humanos , Pletismografia/instrumentação , Curva ROC , Distribuição Aleatória , Sensibilidade e Especificidade , Espirometria/normas , Capacidade Vital
20.
Physiol Meas ; 39(9): 095006, 2018 09 24.
Artigo em Inglês | MEDLINE | ID: mdl-30074905

RESUMO

OBJECTIVE: Cardiovascular function assessment is most often a mandatory requirement in preclinical studies in all industrialized countries. The invasiveness and impact of the monitoring devices used on animals have to be reduced as far as possible for scientific as well as ethical reasons. In humans, inductive plethysmography (IP) is a commonly used wearable non-invasive technology based on volume recordings. The innovative target of the present work is to transfer the IP technology to cardiac output (CO) measurement in rodents. APPROACH: A new IP device specifically designed for rodents was developed and compared with the gold standard equipment for CO assessment in rodents. CO was monitored in anesthetized rats equipped with both the IP device and an ultrasonic flow probe during a hemodynamic challenge (volume overload). MAIN RESULTS: Cardiac blood flow measurements with the new IP device are significantly correlated with those obtained with the ultrasonic probe throughout the volume overload procedure (r = 0.97, p < 0.001). SIGNIFICANCE: Our results clearly show that the IP device has adequate technological characteristics to allow accurate CO measurement and can therefore be used for longitudinal non-invasive monitoring in rats.


Assuntos
Modelos Animais , Pletismografia/instrumentação , Pletismografia/métodos , Animais , Desenho de Equipamento , Coração/fisiologia , Hemodinâmica , Estudos Longitudinais , Masculino , Ratos Wistar , Processamento de Sinais Assistido por Computador
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