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1.
Knee Surg Sports Traumatol Arthrosc ; 31(9): 3637-3645, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34409552

RESUMO

PURPOSE: The relationship between osteotomies around the knee and ankle alignment has been well established. However, little is known about the incidence of new-onset ankle pain after knee osteotomies in the setting of both varus and valgus lower limb malalignments. The purpose of this study is to determine the incidence and characteristics of ankle pain after knee osteotomies; and to clarify the relationship between knee alignment correction, coronal changes suffered by the ankle joint and the development of new-onset ankle pain. METHODS: Fifty-four lower limbs in 51 consecutive patients, who underwent realignment osteotomies around the knee between April 2013 and October 2020, were retrospectively reviewed. Ultimately, 39 patients (42 knees) were enrolled: 34 had varus deformities and eight had valgus deformities. Ankle pain was assessed according to the Numerical Pain Rating Scale by telephonic interview. The magnitude of alignment correction and the consequent change of both knee and ankle joint lines were analyzed. Correlation between the former and the onset of post-operative ankle pain was evaluated. Patient satisfaction and complications were also noted. RESULTS: The incidence of new-onset ankle pain after knee realignment osteotomy was 14%, at a mean follow-up of 55 ± 26 months (range 12-93 months). The mean time between osteotomy and onset of ankle pain was 21 ± 25 months (range 2-60 months). The degree of coronal correction was significantly correlated with ankle joint obliquity changes. However, a significant correlation with post-operative ankle pain was not found (p > 0.05). CONCLUSION: Fourteen percent of the patients who underwent osteotomies around the knee developed new-onset persistent low-intensity ankle pain. The knee and ankle joint biomechanics are closely related, however, only a small percentage of patients suffer from low-intensity ankle pain which is successfully managed with occasional analgesics. Most osteotomies around the knee seem to require no particular concern for the ipsilateral ankle function.


Assuntos
Articulação do Tornozelo , Tornozelo , Humanos , Tornozelo/cirurgia , Articulação do Tornozelo/diagnóstico por imagem , Articulação do Tornozelo/cirurgia , Estudos Retrospectivos , Tíbia/cirurgia , Articulação do Joelho/cirurgia , Extremidade Inferior , Dor Pós-Operatória/epidemiologia , Dor Pós-Operatória/etiologia , Osteotomia/efeitos adversos
2.
Anim Biotechnol ; 33(6): 1308-1317, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34057399

RESUMO

The aim of this study was to investigate the serum and meat metabolomic changes according to the genetic potential for muscularity of non-castrated Nellore males and its association with phenotypic traits. Forty-eight non-castrated Nellore males were separated into two groups based on their genetic potential for post-weaning muscularity: high (HM) and low (LM). Selection for muscularity did not cause noticeable differences in the traits evaluated during the finishing phase and after slaughter. However, several metabolites in meat and serum, have changed according to the muscularity group. HM animals presented an over-abundance of glycerol, glutamine, choline, methylhistidine, betaine, creatinine and methionine in serum, compared with their LM counterparts. Similarly, the meat samples of HM animals were rich in glucose-6-phosphate, lactate, pyruvate, creatinine, betaine, choline, glycerol and arginine relative to LM bulls. Inosine monophosphate was the only metabolite over-abundant in LM animals. In conclusion, the genetic potential for post-weaning muscularity did not affect performance during the finishing phase, carcass traits and meat quality. However, multivariate analysis shows that the genetic potential of muscularity can be correlated with serum lipid and protein metabolites, and with energy metabolism in meat, providing a footprint of cattle muscularity metabolism.


Assuntos
Betaína , Glicerol , Bovinos/genética , Animais , Masculino , Creatinina , Carne , Colina , Composição Corporal/genética
3.
Anim Biotechnol ; 33(4): 710-722, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33021130

RESUMO

The aim of this study was to investigate the effects of probiotics on pre-weaning performance, muscle, and fat deposition and serum metabolite profiles in male and female Senepol calves. Thirty new-born Senepol calves, 15 males and 15 females, were randomly allocated to the following treatments: CON a control group that received the basal creep feeding diet and PRO animals that received the basal diet with addition of 2 g/100 kg of body weight (BW) of probiotic. PRO supplementation did not change the DMI but increased average BW, final BW, ADG relative to animals fed CON. Additionally, PRO improved LMA and marbling. Regardless of the serum metabolite profile, the important metabolites for discriminating PRO and CON were glutamine, leucine, creatine, acetate, creatinine, arginine, glutamate, hippurate, glycerol, carnitine, lactate, carnosine, myo-inositol and histidine. According to gender, males had an overabundance of glutamine, glycerol, isoleucine, creatinine and glucose, whereas females had an overabundance of acetyl carnitine, glutamate and carnitine. In conclusion, the addition of PRO in the pre-weaning diet of calves increases performance, weight at weaning and muscle and fat deposition on the carcass, improving proteins and fatty acid metabolism, the immune system response and rumen development.


Assuntos
Ração Animal , Antibacterianos , Ração Animal/análise , Animais , Carnitina , Bovinos , Creatinina , Dieta/veterinária , Suplementos Nutricionais , Feminino , Glutamatos , Glutamina , Glicerol , Masculino , Metaboloma , Desmame , Aumento de Peso
4.
Conserv Biol ; 34(2): 427-437, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31386221

RESUMO

Brazil hosts the largest expanse of tropical ecosystems within protected areas (PAs), which shelter biodiversity and support traditional human populations. We assessed the vulnerability to climate change of 993 terrestrial and coastal-marine Brazilian PAs by combining indicators of climatic-change hazard with indicators of PA resilience (size, native vegetation cover, and probability of climate-driven vegetation transition). This combination of indicators allows the identification of broad climate-change adaptation pathways. Seventeen PAs (20,611 km2 ) were highly vulnerable and located mainly in the Atlantic Forest (7 PAs), Cerrado (6), and the Amazon (4). Two hundred fifty-eight PAs (756,569 km2 ), located primarily in Amazonia, had a medium vulnerability. In the Amazon and western Cerrado, the projected severe climatic change and probability of climate-driven vegetation transition drove vulnerability up, despite the generally good conservation status of PAs. Over 80% of PAs of high or moderate vulnerability are managed by indigenous populations. Hence, besides the potential risks to biodiversity, the traditional knowledge and livelihoods of the people inhabiting these PAs may be threatened. In at least 870 PAs, primarily in the Atlantic Forest and Amazon, adaptation could happen with little or no intervention due to low climate-change hazard, high resilience status, or both. At least 20 PAs in the Atlantic Forest, Cerrado, and Amazonia should be targeted for stronger interventions (e.g., improvement of ecological connectivity), given their low resilience status. Despite being a first attempt to link vulnerability and adaptation in Brazilian PAs, we suggest that some of the PAs identified as highly or moderately vulnerable should be prioritized for testing potential adaptation strategies in the near future.


Evaluación de la Vulnerabilidad y Adaptación al Cambio Climático de Áreas Protegidas en Brasil Resumen Brasil alberga la mayor extensión de ecosistemas tropicales dentro de áreas protegidas (AP), que protegen la biodiversidad y sustentan a poblaciones humanas tradicionales. Evaluamos la vulnerabilidad al cambio climático de 993 AP brasileñas terrestres y costeras-marinas mediante la combinación de indicadores de riesgo de cambio climático con indicadores de la resiliencia de AP (tamaño, cobertura de vegetación nativa y la probabilidad de transición en la vegetación como consecuencia del cambio climático). Esta combinación de indicadores permite la identificación de amplias rutas de adaptación al cambio climático. Diecisiete AP (20,611 km2 ) fueron altamente vulnerables y se localizaron principalmente en el Bosque Atlántico (7 AP), El Cerrado (6) y la Amazonía (4). Doscientos cincuenta y ocho AP (756,569 km2 ), localizadas principalmente en la Amazonía, tuvieron vulnerabilidad media. En la Amazonía y el oeste de El Cerrado, el severo cambio climático proyectado y la probabilidad de transición de vegetación dirigida por el clima incrementó la vulnerabilidad, a pesar del estado de conservación generalmente bueno de las AP. Más de 80% de las AP con vulnerabilidad alta o media son manejadas por poblaciones indígenas. Por lo tanto, además de los riesgos potenciales para la biodiversidad, también hay amenazas para el conocimiento tradicional y las formas de vida de la gente que habita en esas AP. En por lo menos 870 AP, principalmente en el Bosque Atlántico y la Amazonía, la adaptación podría suceder con poca o ninguna intervención debido al bajo riesgo de cambio climático, estatus de resiliencia alta, o ambos. Por lo menos 20 AP en el Bosque Atlántico, El Cerrado y la Amazonía deberían ser objetivo de intervenciones mayores (e.g., mejoramiento de la conectividad ecológica), dada su estatus de resiliencia baja. A pesar de que es un primer intento para vincular vulnerabilidad y adaptación en AP brasileñas, sugerimos que algunas de las AP identificadas como alta o moderadamente vulnerables se deben priorizar para probar posibles estrategias de adaptación en un futuro próximo.


Assuntos
Conservação dos Recursos Naturais , Ecossistema , Biodiversidade , Brasil , Mudança Climática , Florestas , Humanos
5.
J Shoulder Elbow Surg ; 28(12): 2272-2278, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31500987

RESUMO

BACKGROUND: Our objective was to examine the clinical utility of old and new clinical tests directed to the long head of the biceps tendon (LHBT) and to quantify the importance of proper test interpretation. METHODS: A consecutive 65 patients scheduled to undergo arthroscopic surgery were selected. Before surgery, 5 clinical tests were performed: Speed, Yergason, upper cut, biceps resisted flexion (BRF), and modified BRF (mBRF) using a dumbbell. Pain in an area other than the bicipital groove was noted. The presence of LHBT disease was assessed at arthroscopy, and the clinical utility of the tests was calculated. RESULTS: The upper cut test was the most sensitive test and the one with the lowest negative likelihood ratio (0.90 and 0.26, respectively); the Yergason test was the most specific and the one with the highest positive likelihood ratio (0.83 and 2.20, respectively). BRF strength did not correlate with an LHBT lesion. The mBRF test has a sensitivity of 0.34 and a specificity of 0.75. Higher age predicted an increased risk of an LHBT lesion (1.2 times). Different interpretations of the tests can result in a difference of up to 29 percentage points in performance (ie, sensitivity). CONCLUSION: Our results suggest that the upper cut test should be used as a screening test and that after a positive result, the Speed and the Yergason tests should be used as confirmatory tests.


Assuntos
Exame Físico/métodos , Tendinopatia/diagnóstico , Adulto , Artroscopia , Feminino , Humanos , Funções Verossimilhança , Masculino , Pessoa de Meia-Idade , Força Muscular , Músculo Esquelético/fisiopatologia , Período Pré-Operatório , Sensibilidade e Especificidade , Articulação do Ombro/cirurgia , Dor de Ombro/etiologia , Tendinopatia/complicações
6.
J Environ Manage ; 209: 426-439, 2018 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-29309966

RESUMO

Recife Metropolitan Region (RMR, NE Brazil) lies over a multi-layered aquifer system located in an estuarial area. The region has experienced fast population growth and repeated droughts in the last three decades, which led to unprecedented anthropogenic pressure on groundwater resources because of intense water pumping. Accordingly, scientific and stakeholder communities have been challenged to ensure the maintenance of sustainable groundwater resource by managing all water cycle. Because controlling pumping rates is difficult due to the large number of illegal wells, the Managed Aquifer Recharge (MAR) strategies are now under consideration. The RMR presents a tropical climate and an annual average rainfall rate of approximately 2450 mm year-1, providing great potential volumes of water to be used for piezometric level recovery. However, MAR implementation requires a detailed and in-depth knowledge of the human-impact on the hydrogeological behavior of the resource over the long-term, in order to find out the most appropriate recharge strategy. Therefore, the present study illustrates how routine data monitoring, i.e., piezometric level and electrical conductivity (EC), in combination with the geological knowledge, may allow proposing further MAR strategies. Two contrasted behaviors were observed in RMR: (i) groundwater level decrease and stable EC in the North and Southernmost areas of Recife; and (ii) stable groundwater level and high/varying EC values next to the estuarial zone. Although aquifers are undergoing over-abstraction, this spatiotemporal heterogeneity suggests that a recharge is possibly locally favored next to the estuarial area of the RMR thanks to hydraulic connections between surface and deep aquifers throughout extended paleo-channels. Thus, based on this typology, MAR implementation through controlled infiltration close to the estuarial area seems to be more appropriated, whereas the direct deep injection appears to be more relevant in more distant zones.


Assuntos
Monitoramento Ambiental , Estuários , Água Subterrânea , Brasil , Condutividade Elétrica , Geologia , Humanos
7.
Sensors (Basel) ; 17(6)2017 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-28590413

RESUMO

Nowadays, there is a great interest in developing accurate wireless indoor localization mechanisms enabling the implementation of many consumer-oriented services. Among the many proposals, wireless indoor localization mechanisms based on the Received Signal Strength Indication (RSSI) are being widely explored. Most studies have focused on the evaluation of the capabilities of different mobile device brands and wireless network technologies. Furthermore, different parameters and algorithms have been proposed as a means of improving the accuracy of wireless-based localization mechanisms. In this paper, we focus on the tuning of the RSSI fingerprint to be used in the implementation of a Bluetooth Low Energy 4.0 (BLE4.0) Bluetooth localization mechanism. Following a holistic approach, we start by assessing the capabilities of two Bluetooth sensor/receiver devices. We then evaluate the relevance of the RSSI fingerprint reported by each BLE4.0 beacon operating at various transmission power levels using feature selection techniques. Based on our findings, we use two classification algorithms in order to improve the setting of the transmission power levels of each of the BLE4.0 beacons. Our main findings show that our proposal can greatly improve the localization accuracy by setting a custom transmission power level for each BLE4.0 beacon.

8.
J Cell Sci ; 127(Pt 18): 4052-63, 2014 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-25015291

RESUMO

The dynein motor protein complex is required for retrograde transport of vesicular cargo and for transport of aggregated proteins along microtubules for processing and degradation at perinuclear aggresomes. Disruption of this process leads to dysfunctional endosome accumulation and increased protein aggregation in the cell cytoplasm, both pathological features of neurodegenerative diseases. However, the exact mechanism of dynein functionality in these pathways is still being elucidated. Here, we show that the scaffolding protein SQSTM1 directly interacts with dynein through a previously unidentified dynein-binding site. This interaction is independent of HDAC6, a known interacting protein of both SQSTM1 and dynein. However, knockdown of HDAC6 increases the interaction of SQSTM1 with dynein, indicating a possible competitive interaction. Using different dynein cargoes, we show that SQSTM1 is required for proper dynein motility and trafficking along microtubules. Based on our results, we propose a new model of competitive interaction between SQSTM1 and HDAC6 with dynein. In this model, SQSTM1 would not only affect the association of polyubiquitylated protein aggregates and endosomes with dynein, but would also be required for normal dynein function.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Dineínas do Citoplasma/metabolismo , Proteínas de Choque Térmico/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/química , Proteínas Adaptadoras de Transdução de Sinal/genética , Animais , Dineínas do Citoplasma/genética , Endossomos/metabolismo , Proteínas de Choque Térmico/química , Proteínas de Choque Térmico/genética , Desacetilase 6 de Histona , Histona Desacetilases/genética , Histona Desacetilases/metabolismo , Humanos , Camundongos , Camundongos Knockout , Microtúbulos/metabolismo , Ligação Proteica , Estrutura Terciária de Proteína , Transporte Proteico , Proteína Sequestossoma-1
9.
J Strength Cond Res ; 28(4): 976-81, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23838973

RESUMO

The purpose of this study was to determine the test-retest reliability of cardiorespiratory parameters during cycling exercise performed at severe domain in active individuals. Thirteen active males (24.5 ± 4.5 years) performed the following tests: (a) an incremental test to determine V[Combining Dot Above]O2max and the intensity associated with VO2max (IVO2max); and (b) 4 repetitions of square-wave transitions from rest to a power corresponding to 95% IVO2max to determine the parameters of VO2 kinetics and time to exhaustion (Tlim). Participants performed only 2 transitions on any given day. The interval between the 2 experimental sessions was 48-72 hours. The intraclass correlation coefficient (ICC) and typical error as the coefficient of variation were used to assess reliability. Although the 2 measures of Tlim were moderately related (ICC = 0.78; p < 0.01), Tlim from the second session (545.2 ± 103.1 seconds) was significantly higher than that of the first (492.5 ± 100.9 seconds; p = 0.02). Moderate to high reliability (ICC = 0.76-0.93) for the amplitudes of the VO2 kinetics responses was found. Poor reliability, however, was found for time constants and time delays of the VO2 kinetics responses. Thus, in nonfamiliarized individuals, Tlim shows a relatively low within-subject coefficient of variation. However, the second score in a series of 2 Tlim tests may be significantly greater than the first. We have also demonstrated that the amplitudes of the V[Combining Dot Above]O2 response have significantly moderate to high reliability. The time-based parameters, however, present an important day-to-day intraindividual variation. Therefore, several transitions are recommended to monitoring changes in an individual over any time frame.


Assuntos
Ciclismo/fisiologia , Teste de Esforço/métodos , Consumo de Oxigênio/fisiologia , Resistência Física/fisiologia , Aceleração , Adulto , Antropometria , Fenômenos Fisiológicos Cardiovasculares , Meio Ambiente , Humanos , Masculino , Aptidão Física/fisiologia , Reprodutibilidade dos Testes , Estresse Mecânico , Fatores de Tempo , Adulto Jovem
10.
Sci Rep ; 14(1): 8330, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38594287

RESUMO

Predicted climate warming and prolonged droughts pose a threat to the soil structure as organic carbon losses weaken the stability of soil aggregates. Well-structured soils are important for storage and movement of water, solutes, and air, the development of plant roots, as habitat for soil organisms, and the microbial activity. Structural stability is measured in terms of hydro-mechanical properties. This study compares effects of amorphous silica with those of organic carbon on stability parameters during drying of aggregates from relatively finer- and coarser-textured soils. Silica amendment enhanced the positive effect of organic carbon on structural stability in terms of the tensile strength. Synergistic effects between silica and organic carbon in soil colloids appear to dynamically alter aggregate density and friability (i.e., ability to crumble) during drying. Silica together with organic carbon could help soil management to reduce negative effects of predicted prolonged droughts on soil structure and stability.

11.
Methods Mol Biol ; 2742: 91-98, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38165617

RESUMO

Intracellular cytokine staining is a versatile technique used to analyze cytokine production in individual cells by flow cytometry. This methodology has the specific advantage of enabling the simultaneous assessment of multiple phenotypic, differentiation, and functional parameters pertaining to responding T cells. This methodology applied after short-term culture of cells, followed by fixation and permeabilization make this technique ideal for the assessment of T-cell immune responses induced by different challenges. Here we describe an intracellular staining method followed by flow cytometry after cell stimulation with immune-relevant antigens for Lyme disease.


Assuntos
Citocinas , Linfócitos T , Citometria de Fluxo/métodos , Antígenos , Coloração e Rotulagem
12.
J Cosmet Laser Ther ; 15(4): 231-6, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23383969

RESUMO

INTRODUCTION: The objective of this study was to evaluate the effect of ultrasound and the technique of phonophoresis with hyaluronidase in patients with cellulite edematous type II in the gluteal region. METHODS: Forty-two individuals, all females, were selected and randomly divided into two groups with 21 patients in each. Group I was treated with ultrasound without hyaluronidase and Group II was treated with ultrasound with hyaluronidase. To evaluate individuals, inspection, palpation, photography data and diagnostic ultrasound were performed before and after the treatment. The gluteal region was divided into four areas of 2.5 cm(2); each area received an application of ultrasound. RESULTS: After 10 days of application, both treatments were effective in improving skin appearance and reducing its thickness (epidermis and dermis), as well as that of the hypodermis (p > 0.05). Ultrasound with hyaluronidase induced a larger reduction in skin thickness in the upper medial quadrant and in the lower lateral and medial quadrants, compared to treatment without hyaluronidase. Moreover, there was a significant reduction of the hypodermis in the upper lateral quadrant with hyaluronidase (p > 0.05). CONCLUSION: Both treatments effectively reduced the thickness of skin and the hypodermis; however, the group treated with hyaluronidase-associated ultrasound showed more significant results than that treated with ultrasound only.


Assuntos
Técnicas Cosméticas , Hialuronoglucosaminidase/uso terapêutico , Lipodistrofia/terapia , Terapia por Ultrassom , Adolescente , Adulto , Feminino , Humanos , Lipodistrofia/classificação , Pele/diagnóstico por imagem , Dobras Cutâneas , Ultrassonografia , Adulto Jovem
13.
J Cogn ; 6(1): 24, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37152835

RESUMO

People often listen to music while doing cognitive tasks. Yet, whether music harms or helps performance is still debated. Here, we assessed the objective and subjective effects of music with and without lyrics on four cognitive tasks. College students completed tasks of verbal and visual memory, reading comprehension, and arithmetic under three conditions: silence, instrumental music, and music with lyrics. Participants judged their learning during and after each condition. Music with lyrics hindered verbal memory, visual memory, and reading comprehension (d ≈ -0.3), whereas its negative effect (d = -.19) on arithmetic was not credible. Instrumental music (hip-hop lo-fi) did not credibly hinder or improve performance. Participants were aware of the detrimental impact of the lyrics. Instrumental music was, however, sometimes perceived as beneficial. Our results corroborate the general distracting effect of background music. However, faulty metacognition about music's interfering effect cannot fully explain why students often listen to music while studying.

14.
Rev Sci Instrum ; 94(10)2023 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-37902462

RESUMO

This work presents the development of a cavity ring-down spectrometer (CRDS) designed for the detection of several molecules relevant for air pollution, including the second overtone of ro-vibration transitions from CO at 1.58 µm and NO at 1.79 µm. A unique feature of this CRDS is the use of custom mirrors with a reflectivity of about 99.99% from 1.52 to 1.80 µm, enabling efficient laser coupling into the cavity while ensuring a minimum detectable absorbance of 1.1 × 10-10 cm-1 within an integration time of about 1.2 s. In this work, the successful implementation of the current CRDS is demonstrated in two different wavelength regions. At 1.79 µm, the transitions R17.5 and R4.5 of the second overtone of NO are detected. At 1.58 µm, carbon dioxide and water vapor from untreated ambient air are measured, serving as an example to investigate the suitability of a post-processing procedure for the determination of the molar fraction in a multi-species composition. This post-processing procedure has the benefit of being calibration-free and SI-traceable. Additionally, CRDS measurements of gas mixtures containing CO and CO2 are also shown. In the future, the advantages of the developed cavity ring-down spectrometer will be exploited in order to perform fundamental studies on the transport processes of heterogeneous catalysis by locally resolving the gas phase near a working catalytic surface. The possibility to cover a broad wavelength region with this CRDS opens up the opportunity to investigate different catalytic reactions, including CO oxidation and NO reduction.

15.
Artigo em Inglês | MEDLINE | ID: mdl-38082961

RESUMO

Classification of electrocardiogram (ECG) signals plays an important role in the diagnosis of heart diseases. It is a complex and non-linear signal, which is the first option to preliminary identify specific pathologies/conditions (e.g., arrhythmias). Currently, the scientific community has proposed a multitude of intelligent systems to automatically process the ECG signal, through deep learning techniques, as well as machine learning, where this present high performance, showing state-of-the-art results. However, most of these models are designed to analyze the ECG signal individually, i.e., segment by segment. The scientific community states that to diagnose a pathology in the ECG signal, it is not enough to analyze a signal segment corresponding to the cardiac cycle, but rather an analysis of successive segments of cardiac cycles, to identify a pathological pattern.In this paper, an intelligent method based on a Convolutional Neural Network 1D paired with a Multilayer Perceptron (CNN 1D+MLP) was evaluated to automatically diagnose a set of pathological conditions, from the analysis of the individual segment of the cardiac cycle. In particular, we intend to study the robustness of the referred method in the analysis of several simultaneous ECG signal segments. Two ECG signal databases were selected, namely: MIT-BIH Arrhythmia Database (D1) and European ST-T Database (D2). The data was processed to create datasets with two, three and five segments in a row, to train and test the performance of the method. The method was evaluated in terms of classification metrics, such as: precision, recall, f1-score, and accuracy, as well as through the calculation of confusion matrices.Overall, the method demonstrated high robustness in the analysis of successive ECG signal segments, which we can conclude that it has the potential to detect anomalous patterns in the ECG signal. In the future, we will use this method to analyze the ECG signal coming in real-time, acquired by a wearable device, through a cloud system.Clinical Relevance-This study evaluates the potential of a deep learning method to classify one or several segments of the cardiac cycle and diagnose pathologies in ECG signals.


Assuntos
Aprendizado Profundo , Humanos , Redes Neurais de Computação , Arritmias Cardíacas/diagnóstico , Eletrocardiografia/métodos , Aprendizado de Máquina
16.
PeerJ Comput Sci ; 9: e1457, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37547403

RESUMO

In this article, we present a parameterized Colored Petri Net (CPN) model of the IEEE 802.11e protocol for wireless communications with mobile stations. CPNs provide a graphical model for the modeling and analysis of concurrent systems, which can be parameterized by the use of constants, and thus they allow us to create more flexible models. Our CPN model captures the protocol's behavior, and the specific parameters used for the 802.11e protocol and the scenarios to be evaluated are captured by the CPN parameters. The model presented is flexible enough to cover full customization of traffic types, user mobility and collision avoidance protocols. In this model, there is an access point (AP) which is visible to all the stations, and we assume that due to physical restrictions, there are two range groups. All the stations in the same range group are visible to each other. The impact of mobility is then analyzed by studying a situation in which the stations move in a controlled way to the same range group. The simulation results demonstrate the impact on network performance for sensitive and insensitive traffic types, as well as the role of the RTS/CTS protocol in collision avoidance, especially when users are located in different regions. Specifically, we show how the performance improves in the different scenarios when the stations move to the same area, where they can see each other, and we also study the impact on the performance for each type of traffic.

17.
Annu Int Conf IEEE Eng Med Biol Soc ; 2022: 865-868, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-36085709

RESUMO

One in every eight women will get breast cancer during their lifetime. Therefore, the early diagnosis of the lesions is fundamental to improve the chances of recovery. To find breast cancers, breast screening using techniques such as mammography and ultrasound (US) imaging scans are often used. When a lesion is found, a breast biopsy is performed to extract a tissue sample for analysis. The breast biopsy is usually assisted by an US to help find the lesion and guide the needle to its location. However, the identification of the needle tip in US image is challenging, possibly resulting in puncture failures. In this paper, we intend to study the potential of a sensorized needle guide system that provides information about the needle angle and displacement in respect to the US probe. Laboratory tests were initially conducted to evaluate the accuracy of each sensor in controlled conditions. After, a practical experiment with the US probe, working as a proof of concept, was performed. The angle sensor showed a root mean square error (RMSE) of 0.48 degrees and the displacement sensor showed a RMSE of 0.26mm after being calibrated. For the US probe tests, the displacement sensor shows high errors in the range of 1.19mm to 2.05mm due to mechanical reasons. Overall, the proposed system showed its potential to be used to accurately estimate needle tip localization throughout breast biopsies guided by US, corroborating its potential clinical application. Clinical relevance - Potential for clinical application where precise needle localization in ultrasound image is required.


Assuntos
Neoplasias da Mama , Ultrassonografia Mamária , Biópsia , Mama/diagnóstico por imagem , Neoplasias da Mama/diagnóstico por imagem , Feminino , Humanos , Mamografia , Ultrassonografia
18.
J Strength Cond Res ; 25(12): 3385-90, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22076084

RESUMO

Barbosa, LF, de Souza, MR, Corrêa Caritá, RA, Caputo, F, Denadai, BS, and Greco, CC. Maximal lactate steady-state independent of recovery period during intermittent protocol. J Strength Cond Res 25(12): 3385-3390, 2011-The purpose of this study was to analyze the effect of the measurement time for blood lactate concentration ([La]) determination on [La] (maximal lactate steady state [MLSS]) and workload (MLSS during intermittent protocols [MLSSwi]) at maximal lactate steady state determined using intermittent protocols. Nineteen trained male cyclists were divided into 2 groups, for the determination of MLSSwi using passive (VO(2)max = 58.1 ± 3.5 ml·kg·min; N = 9) or active recovery (VO(2)max = 60.3 ± 9.0 ml·kg·min; N = 10). They performed the following tests, in different days, on a cycle ergometer: (a) Incremental test until exhaustion to determine (VO(2)max and (b) 30-minute intermittent constant-workload tests (7 × 4 and 1 × 2 minutes, with 2-minute recovery) to determine MLSSwi and MLSS. Each group performed the intermittent tests with passive or active recovery. The MLSSwi was defined as the highest workload at which [La] increased by no more than 1 mmol·L between minutes 10 and 30 (T1) or minutes 14 and 44 (T2) of the protocol. The MLSS (Passive-T1: 5.89 ± 1.41 vs. T2: 5.61 ± 1.78 mmol·L) and MLSSwi (Passive-T1: 294.5 ± 31.8 vs. T2: 294.7 ± 32.2 W; Active-T1: 304.6 ± 23.0 vs. T2: 300.5 ± 23.9 W) were similar for both criteria. However, MLSS was lower in T2 (4.91 ± 1.91 mmol·L) when compared with in T1 (5.62 ± 1.83 mmol·L) using active recovery. We can conclude that the MLSSwi (passive and active conditions) was unchanged whether recovery periods were considered (T1) or not (T2) for the interpretation of [La] kinetics. In contrast, MLSS was lowered when considering the active recovery periods (T2). Thus, shorter intermittent protocols (i.e., T1) to determine MLSSwi may optimize time of the aerobic capacity evaluation of well-trained cyclists.


Assuntos
Teste de Esforço , Ácido Láctico/sangue , Resistência Física/fisiologia , Adulto , Limiar Anaeróbio , Análise Química do Sangue/métodos , Humanos , Masculino , Consumo de Oxigênio , Educação Física e Treinamento , Fatores de Tempo , Adulto Jovem
19.
Rev Esc Enferm USP ; 45 Spec No 2: 1679-84, 2011 Dec.
Artigo em Inglês, Português | MEDLINE | ID: mdl-22569654

RESUMO

The aims were to know the prevalence of and associated aspects to the planned pregnancy. Using the Brazilian version of the London Measure of Unplanned Pregnancy, we classified the pregnancy of 126 women who had a positive urine pregnancy test in primary health centers in the city of Marília, São Paulo. The prevalence of planned pregnancy was 33.3% [25.2%-42.3%]. We found that age, partners age, living with a partner, having a previous pregnancy and a previous abortion or miscarriage were positively associated to the planning of the pregnancy. We conclude that planning a pregnancy is not frequent yet and is mainly determined by personal and relational contexts of a woman's life as well as by their reproductive history and not simply by contraception use or schooling, as it has been traditionally considered.


Assuntos
Anticoncepção , Serviços de Planejamento Familiar , Aborto Induzido , Brasil , Feminino , Humanos , Gravidez , Prevalência
20.
PeerJ ; 9: e12529, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34917422

RESUMO

Gallery forests are important to the maintenance of a substantial portion of the biodiversity in neotropical savanna regions, but management guidelines specific to this forest type are limited. Here, we use birds as study group to assess if: (1) functional traits can predict the abundance and occupancy of forest species within a savanna landscape, (2) habitat structures influence the taxonomic, functional, and phylogenetic diversity of forest assemblages, and (3) less diverse gallery forest assemblages are a nested subset of more diverse assemblages living near continuous forests. Then, we propose strategies on how gallery forests can be managed to maintain their species assemblages amidst the fast expansion of human activities across tropical savanna landscapes. We studied 26 sites of gallery forests in an Amazonian savanna landscape and found that: (1) habitat specificity is the only functional trait that predicts species abundance and occupancy across a landscape; (2) phylogenetic diversity is negatively correlated with understory foliage density; (3) the percentage of forests and savannas around sites is positively correlated with both phylogenetic and functional diversity; (4) increasing human activities around gallery forest negatively influences taxonomic and functional diversity; and (5) forest bird assemblages are not distributed at random across the landscape but show a nested pattern caused by selective colonization mediated by habitat filtering. Our combined findings have three implications for the design of conservation strategies for gallery forest bird assemblages. First, maintaining the connectivity between gallery forests and adjacent continuous forests is essential because gallery forest bird assemblages are derived from continuous forest species assemblages. Second, because most species use the savanna matrix to move across the landscape, effectively managing the savanna matrices where gallery forests are embedded is as important to maintaining viable populations of forest bird species as managing the gallery forest themselves. Third, in savanna landscapes planned to be used for agriculture production, protecting gallery forests alone is not enough. Instead, gallery forests should be protected with surrounding savanna buffers to avoid the detrimental effects (edge effects and isolation) of human activities on their biodiversity.

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