Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals

Secondary phases such as Laves and carbides are formed during the final solidification stages of nickel based superalloy coatings deposited during the gas tungsten arc welding cold wire process. However, when aged at high temperatures, other phases can precipitate in the microstructure, like the γ″ and δ phases. This work presents a new application and evaluation of artificial intelligent techniques to classify (the background echo and backscattered) ultrasound signals in order to characterize the microstructure of a Ni-based alloy thermally aged at 650 and 950 °C for 10, 100 and 200 h. The background echo and backscattered ultrasound signals were acquired using transducers with frequencies of 4 and 5 MHz. Thus with the use of features extraction techniques, i.e.; detrended fluctuation analysis and the Hurst method, the accuracy and speed in the classification of the secondary phases from ultrasound signals could be studied. The classifiers under study were the recent optimum-path forest (OPF) and the more traditional support vector machines and Bayesian. The experimental results revealed that the OPF classifier was the fastest and most reliable. In addition, the OPF classifier revealed to be a valid and adequate tool for microstructure characterization through ultrasound signals classification due to its speed, sensitivity, accuracy and reliability. © 2013 Elsevier B.V. All rights reserved.

Equine tendonitis therapy using mesenchymal stem cells and platelet concentrates: A randomized controlled trial

Introduction. Tendon injury is a major cause of lameness and decreased performance in athletic equines. Various therapies for tendonitis have been described; however, none of these therapies results in complete tissue regeneration, and the injury recurrence rate is high even after long recovery periods involving rest and physiotherapy. Methods. A lesion was induced with collagenase gel in the superficial digital flexor tendon in the center portion of the metacarpal region of eight equines of mixed breed. After two weeks, the lesions of the animals in the treated and control groups were treated through the intralesional administration of mesenchymal stem cells derived from adipose tissue (adMSCs) suspended in platelet concentrate (PC) and with phosphate buffered saline (PBS), respectively. Serial ultrasound analyses were performed every two weeks. After 16 weeks of therapy, a biopsy was performed for histopathological, immunohistochemical and gene expression (type I collagen (COL1A1), type III collagen (COL3A1), tenascin-C (TNC), tenomodulin (TNMD), and scleraxis (SCX)) analyses. Results: Differences in the ultrasound and histopathological analyses were observed between the groups. Improved results were reported in the group treated with adMSCs suspended in PC. There was no difference in the gene expression levels observed after the different treatments. The main results observed from the histopathological evaluation of the treated group were as follows: a prevention of the progression of the lesion, a greater organization of collagen fibers, and a decreased inflammatory infiltrate. A lack of progression of the lesion area and its percentage was observed in the ultrasound image, and increased blood flow was measured by Power Doppler. Conclusions: The use of adMSCs combined with PC for the therapy of experimentally induced tendonitis prevented the progression of the tendon lesion, as observed in the ultrasound examination, and resulted in a greater organization and decreased inflammation, as observed in the histopathological evaluation. These data demonstrate the therapeutic potential of this therapy for the treatment of equine tendonitis. © 2013 Carvalho et al.; licensee BioMed Central Ltd.

Ultrasound-assisted extraction of Na and K from swine feed and its application in a digestibility assay: A green analytical procedure

The study is aimed to evaluate the efficiency of ultrasound-assisted extraction (UAE) as a simple strategy focused on sample preparation for metal determination in biological samples. The extraction of sodium and potassium extraction was carried out from swine feed followed by determination of the concentration of these metals by flame atomic emission spectrometry (FAES). The experiment was performed to cover the study of the variables influencing the extraction process and its optimal conditions (sample mass, particle size, acid concentration, sonication time and ultrasound power); the determination of these analytical characteristics and method validation using certified reference material; and the analysis of pre-starter diets. The optimal conditions established conditions were as follows: mass: 100 mg, particle size:<60 μm, acid concentration: 0.10 mol L-1 HCl, sonication time: 50 s and ultrasound power: 102 W. The proposed method (UAE) was applied in digestibility assays of those nutrients present in different piglet pre-starter feeds and their results proved to be compatible with those obtained from mineralized samples (P < 0.05). The ultrasound extraction method was demonstrated to be an excellent alternative for handless sampling and operational costs and the method also has the advantage of does not generating toxic residues that may negatively affect human health and contaminate the environment. © 2013 Elsevier B.V. All rights reserved.

Efeito da fototerapia com doidos superluminosos (890nm) na reparação tendínea: modelo experimental em ovinos. -

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Aspectos ultrassonográficos, biometria e dopplerfluxometria ocular de primatas-Alouatta fusca (BUGIO RUIVO-Geoffroy Saint-Hilaire, 1812)

Pós-graduação em Medicina Veterinária - FMVZ

Estudo das características foliculares avaliadas através da ultrassonografia Modo-B e Doppler colorido de éguas jovens e idosas e sua relação com agente indutor e momento da ovulação

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Relação do Color Doppler e Power Doppler com densidade micro vascular intra tumoral corada com o anticorpo CD34 no câncer de mama

Pós-graduação em Ginecologia, Obstetrícia e Mastologia - FMB

Trombose venosa profunda aguda: avaliação prospectiva do início do processo de revanalização das veias dos membros inferiores pelo mapeamento dúplex em cores

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Estudo ultrassonográfico do sistema reprodutor feminino de macacos-da-noite (Aotus azarai infulatus)

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Estudo Power Doppler das lesões mamárias

Pós-graduação em Ginecologia, Obstetrícia e Mastologia - FMB

Avaliação ultra-sonográfica convencional e dopplerfluxométrica de ovário de cadelas, durante a fase folicular do ciclo estral

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Estudo Doppler-ecocardiográfico de pacientes com talassemia major em regime de hipertransfusão sanguínea

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Estudo Doppler-ecocardiográfico em atletas de diferentes modalidades esportivas

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Implante de células-tronco mesenquimais autólogas, associadas ao plasma rico em plaquetas em tendinites experimentais de equinos

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Ecobiometria e Triplex Doppler para a avaliação da vitalidade fetal em Cebus apella

Os objetos do trabalho foram: 1) realizar a ecobiometria do concepto para acompanhar o crescimento fetal e determinar a idade gestacional em Cebus apella; 2) descrever o momento em que os órgãos do feto são observados; 3) realizar a sexagem fetal; 4) avaliar o fluxo sanguíneo das artérias uterinas (AU) e umbilical (Aum), mensurando os índices de resistividade (IR) e pulsatilidade (IP); 5) observar a presença ou ausência da incisura protodiastólica (IPD) e do componente diastólico nas ondas de fluxo sanguíneo das AU e Aum, respectivamente, durante a gestação em C. apella. Seis fêmeas adultas da espécie C. apella foram selecionadas e, posteriormente, condicionadas para os procedimentos de colpocitologia ou contenção química. Para o monitoramento do ciclo reprodutivo das fêmeas e crescimento folicular, foram realizados exames colpocitológicos e ultrassonografia (US), respectivamente, para a escolha do melhor dia da monta natural ou inseminação artificial. Vinte dias após a cópula ou inseminação, era realizado o diagnóstico da gestação por meio da US. O dia de cada exame em relação ao parto foi contado em retrospecto (nascimento = dia 0). Os exames ultrassonográficos foram feitos nos dias -133, -113, -83, -53, -21 e -1 antes do parto. A US bidimensional em modo B foi utilizada para mensurar o saco gestacional do dia - 133 até -113; os diâmetros biparietal, fronto-occiptal, circunferência da cabeça e circunferência abdominal do dia -113 a -1; e comprimento do fêmur do dia -53 até -23, mostrando o aumento desses parâmetros com o avanço da gestação. O coração e o estômago começaram a ser visualizados no dia -113 e, os demais órgãos e a sexagem no dia -83. O Triplex Doppler foi empregado para avaliar o fluxo sanguíneo durante o período gestacional, mostrando uma diminuição nos IR e IP das AU e Aum, do dia -133 a -1, bem como observar o desaparecimento da IPD (dia -1) e aparecimento do componente diastólico (dia -53) na onda de fluxo sanguíneo das AU e Aum, respectivamente. Entre os dias -113 a -1, a média da freqüência cardíaca fetal, obtida pelo Triplex Doppler, foi de 189 ± 2,43 bpm. O presente trabalho permitiu determinar a idade gestacional, avaliar o crescimento anatômico do feto, descrever o momento em que os órgãos são visualizados e realizar a sexagem em C. apella. Constatou-se, também, que o fluxo sanguíneo das AU e Aum são importantes parâmetros para avaliar a vitalidade fetal em C. apella.