The present report describes the development of a technique for automatic wheezing recognition in digitally recorded lung sounds. This method is based on the extraction and processing of spectral information from the respiratory cycle and the use of these data for user feedback and automatic recognition. The respiratory cycle is first pre-processed, in order to normalize its spectral information, and its spectrogram is then computed. After this procedure, the spectrogram image is processed by a twodimensional convolution filter and a half-threshold in order to increase the contrast and isolate its highest amplitude components, respectively. Thus, in order to generate more compressed data to automatic recognition, the spectral projection from the processed spectrogram is computed and stored as an array. The higher magnitude values of the array and its respective spectral values are then located and used as inputs to a multi-layer perceptron artificial neural network, which results an automatic indication about the presence of wheezes. For validation of the methodology, lung sounds recorded from three different repositories were used. The results show that the proposed technique achieves 84.82% accuracy in the detection of wheezing for an isolated respiratory cycle and 92.86% accuracy for the detection of wheezes when detection is carried out using groups of respiratory cycles obtained from the same person. Also, the system presents the original recorded sound and the postprocessed spectrogram image for the user to draw his own conclusions from the data.
BackgroundThe eigenspace generalized sidelobe canceller (EGSC) beamformer combined with a signal-to-noise ratio (SNR) dependent coherence factor (CF) is suggested for coherent plane wave compounding (PW) imaging. Conventional CF based methods such as generalized CF and subarray CF can improve the image quality, however, they are not suitable for low SNR. On the other hand, the EGSC CF based approach can introduce improvements in image quality, however, in PW imaging is susceptible to suffer from degradation due to low SNR which leads to a poor image quality. To overcome this limitation, the SNR dependent CF method is suggested for application in such situations due to its ability to control the SNR levels.MethodsThe Field II and the Verasonics ultrasound imaging system with a L11-4v array transducer with a contrast resolution phantom were used to capture the plane wave sequences of simulation and experimental data, respectively. The performance evaluation using full width at half maximum (FWHM), contrast (CR and CNR) and the speckle statistics by using the signal to noise ratio (SNR) complemented by the Rayleigh distribution analysis was performed. In order to evaluate the performance of the (the SNR CF) beamformer, the comparison is done with particular importance to other CF-based approaches such as (the generalized CF) and, (the subarray CF) respectively.ResultsTaking DAS as reference, showed 30.3 and 39.5% of improvement for and , respectively, when using experimental data. The proposed method also slightly outperforms the and methods for , , and speckle statistics assessment.ConclusionThe is, therefore, suitable for CPWC by improving the spatial resolution and contrast while preserving the speckle pattern.
Working length (WL) determination is a key factor to the endodontic therapy or root canal treatment success. Almost all therapy procedures depend on this measure and the wrong WL determination may produce severe consequences, like post-therapeutic pain and the need of a new root canal treatment. Electronic foramen locators (EFL) have been replacing the traditional radiographic imaging as they are faster, easier to use and have a higher success rate when measuring WL. EFLs are based on the root canal impedance assessment between two electrodes: one fixed on the endodontic file that is inserted into the root canal, and the other positioned at oral mucosa membrane. There are only few reported studies that qualify or quantify the root canal impedance characteristics. The present work aims to determine the module of tooth root canal frequency response. The preliminary results show the frequency response module variation as a function of endodontic file position inside the root canal and reinforce the methods based on relative impedance over frequency analysis used in modern EFLs.
In modern ultrasound imaging systems, digital transmit beamformer module typically generates accurate control of the amplitude of individual elements in a multielement array probe, as well as of the time delays and phase between them, to enable the acoustic beam to be focused and/or steered electronically. However, these systems do not provide the ultrasound researchers access to transmit front-end module. This paper presents the development of a digital transmit beamformer system for generating simultaneous arbitrary waveforms, specifically designed for research purposes. The proposed architecture has 8 independent excitation channels and uses an FPGA (Field Programmable Gated Array) device for electronic steering and focusing of ultrasound beam. The system allows operation in pulse-echo mode, with pulse repetition rate of excitation from 62.5 Hz to 8 kHz, center frequency from 500 kHz to 20 MHz, excitation voltage over 100 Vpp, and individual control of amplitude apodization, phase angle and time delay trigger. Experimental results show that this technique is suitable for generating the excitation waveforms needed for medical ultrasound imaging researches.
Ultrasonic imaging is one of the most important techniques to help medical diagnosis. However, obtaining high quality images requires the acquisition, processing, and storage of a large amount of data. In this work, we evaluated a new ultrasound imaging technique based on plane wave and sparse arrays to increase the scan rate and reduce the amount of data amount to be stored. The performance of the proposed method was tested using simulated echo data (from Field II) and phantom data acquired using a Verasonics system equipped with a L11-4v linear array transducer. The tests were done using 128 elements for transmission and 128, 65, 44, and 23 elements sparsely distributed for reception. The simulated data were compared with images obtained with the Delay and Sum (DAS) method and the experimental data were compared with those acquired from Verasonics. The obtained results using the Full Width at Half Maximum (FWHM) criteria at −6 dB showed that the images generated by the proposed method were similar in terms of resolutions (axial and lateral) and contrast to the simulated and the Verasonics commercial ones, indicating that the sparse reception proposed method is suitable for ultrasound imaging.
Microbubbles have various applications including their use as carrier agents for localized delivery of genes and drugs and in medical diagnostic imagery. Various techniques are used for the production of monodisperse microbubbles including the Gyratory, the coaxial electro-hydrodynamic atomization (CEHDA), the sonication methods, and the use of microfluidic devices. Some of these techniques require safety procedures during the application of intense electric fields (e.g., CEHDA) or soft lithography equipment for the production of microfluidic devices. This study presents a hybrid manufacturing process using micropipettes and 3D printing for the construction of a T-Junction microfluidic device resulting in simple and low cost generation of monodisperse microbubbles. In this work, microbubbles with an average size of 16.6 to 57.7 μm and a polydispersity index (PDI) between 0.47% and 1.06% were generated. When the device is used at higher bubble production rate, the average diameter was 42.8 μm with increased PDI of 3.13%. In addition, a second-order polynomial characteristic curve useful to estimate micropipette internal diameter necessary to generate a desired microbubble size is presented and a linear relationship between the ratio of gaseous and liquid phases flows and the ratio of microbubble and micropipette diameters (i.e., Qg/Ql and Db/Dp) was found.
BackgroundIn ultrasound imaging systems, the digital transmit beamformer is a critical module that generates accurate control over several transmission parameters. However, such transmit front-end module is not typically accessible to ultrasound researchers. To overcome this difficulty, we have been developing a compact and fully programmable digital transmit system using the pulse-width modulation (PWM) technique for generating simultaneous arbitrary waveforms, specifically designed for research purposes.MethodsIn this paper we present a reconfigurable arbitrary waveform generator (RAWG) for ultrasound research applications that exploits a high frequency PWM scheme implemented in a low-cost FPGA, taking advantage of its flexibility and parallel processing capability for independent controlling of multiple transmission parameters. The 8-channel platform consists of a FPGA-based development board including an USB 2.0 interface and an arbitrary waveform generator board with eight MD2130 beamformer source drivers for individual control of waveform, amplitude apodization, phase angle and time delay trigger.ResultsTo evaluate the efficiency of our system, we used equivalent RC loads (1 kΩ and 220 pF) to produce arbitrary excitation waveforms with the Gaussian and Tukey profiles. The PWM carrier frequency was set at 160 MHz featuring high resolution while keeping a minimum time delay of 3.125 ns between pulses to enable the acoustic beam to be focused and/or steered electronically. Preliminary experimental results show that the RAWG can produce complex arbitrary pulses with amplitude over 100 Vpp and central frequency up to 20 MHz with satisfactory linearity of the amplitude apodization, as well as focusing phase adjustment capability with angular resolution of 7.5°.ConclusionsThe initial results of this study showed that the proposed research system is suitable for generating simultaneous arbitrary waveforms, providing extensive user control with direct digital access to the various transmission parameters needed to explore alternative ultrasound transmission techniques.
ResumoEste trabalho teve por objetivo o desenvolvimento e avaliação da eficácia de um protocolo de controle de qualidade de imagens geradas por equipamentos de ultrassom operando no modo B, que fosse de fácil implementação e que utilizasse um único objeto de testes. O protocolo proposto foi avaliado em 25 equipamentos de ultrassom utilizados em medicina obstétrica, ginecologia e clínica médica, selecionados em várias clínicas e hospitais de Curitiba, Brasil. Somente modelos de equipamentos que suportavam os três tipos padrões de transdutores (convexo, linear e endocavitário) foram incluídos nos testes. No entanto, em alguns dos equipamentos, nem todos os transdutores estavam disponíveis, totalizando 72 transdutores avaliados durante os testes. Um objeto de testes de uso geral foi utilizado para avaliar os seguintes parâmetros: resoluções laterais e axiais, profundidade de visualização e exatidão das distâncias medidas, entre outras. O protocolo foi implementado em duas partes: uma envolvendo a inspeção física do equipamento/monitor e outra para avaliação dos transdutores. Entre os resultados obtidos, pode-se destacar a efetividade e simplicidade do protocolo proposto, o qual é completamente baseado em um único objeto de testes. Considerando as normas e relatórios técnicos utilizados, para aproximadamente 86% dos transdutores avaliados, falhas foram detectadas em um ou mais indicadores de qualidade de imagem. Os resultados obtidos estão de acordo com outros estudos realizados no Brasil, mostrando que um grande número de equipamentos utilizados diariamente em clínicas e hospitais apresenta um ou mais parâmetros fora dos limites estabelecidos em normas técnicas, tornando difícil o diagnóstico médico e, consequentemente, submetendo o paciente a riscos. Palavras-chave: Ultrassom, Controle de qualidade, Imagens para diagnóstico modo B, Falhas em equipamentos. AbstractThis study aims the development of a quality control protocol of images generated by B-mode ultrasound equipment, being of simple implementation and making use of a single phantom, as well as the evaluation of the proposed protocol effectiveness. The proposed protocol was evaluated on 25 ultrasound equipment used in obstetric medicine, gynaecology and medical clinic, selected from several clinics and hospitals of Curitiba, Brazil. Only systems with three standard transducers (convex, linear and endocavitary types) should be selected, however for some units not all of them were available, thus a total of 72 transducers were tested. A general purpose phantom was used to evaluate the following parameters: lateral and axial resolution, deepness of visualization and accuracy between distances, among others. The protocol was implemented in two parts: one involving the physical inspection of the equipment/monitor and another for the transducers evaluation. Among the results obtained, one is highlighted by the effectiveness and simplicity of the proposed protocol, which is completely based on a single phantom. Considering the utilized standards and technical repor...
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