Multi-pathology detection and lesion localization in WCE videos by using the instance segmentation approach

The majority of current systems for automatic diagnosis considers the detection of a unique and previously known pathology. Considering specifically the diagnosis of lesions in the small bowel using endoscopic capsule images, very few consider the possible existence of more than one pathology and when they do, they are mainly detection based systems therefore unable to localize the suspected lesions. Such systems do not fully satisfy the medical community, that in fact needs a system that detects any pathology and eventually more than one, when they coexist. In addition, besides the diagnostic capability of these systems, localizing the lesions in the image has been of great interest to the medical community, mainly for training medical personnel purposes. So, nowadays, the inclusion of the lesion location in automatic diagnostic systems is practically mandatory. Multi-pathology detection can be seen as a multi-object detection task and as each frame can contain different instances of the same lesion, instance segmentation seems to be appropriate for the purpose. Consequently, we argue that a multi-pathology system benefits from using the instance segmentation approach, since classification and segmentation modules are both required complementing each other in lesion detection and localization. According to our best knowledge such a system does not yet exist for the detection of WCE pathologies. This paper proposes a multi-pathology system that can be applied to WCE images, which uses the Mask Improved RCNN (MI-RCNN), a new mask subnet scheme which has shown to significantly improve mask predictions of the high performing state-of-the-art Mask-RCNN and PANet systems. A novel training strategy based on the second momentum is also proposed for the first time for training Mask-RCNN and PANet based systems. These approaches were tested using the public database KID, and the included pathologies were bleeding, angioectasias, polyps and inflammatory lesions. Experimental results show significant improvements for the prFCT national funds, under the national support to R&D units grant, through the reference project UIDB/04436/2020 and UIDP/04436/2020 and through the PhD Grants with the references SFRH/BD/92143/2013 and SFRH/BD/139061/201

Interaction between IRF6 and TGFA Genes Contribute to the Risk of Nonsyndromic Cleft Lip/Palate

Previous evidence from tooth agenesis studies suggested IRF6 and TGFA interact. Since tooth agenesis is commonly found in individuals with cleft lip/palate (CL/P), we used four large cohorts to evaluate if IRF6 and TGFA interaction contributes to CL/P. Markers within and flanking IRF6 and TGFA genes were tested using Taqman or SYBR green chemistries for case-control analyses in 1,000 Brazilian individuals. We looked for evidence of gene-gene interaction between IRF6 and TGFA by testing if markers associated with CL/P were overtransmitted together in the case-control Brazilian dataset and in the additional family datasets. Genotypes for an additional 142 case-parent trios from South America drawn from the Latin American Collaborative Study of Congenital Malformations (ECLAMC), 154 cases from Latvia, and 8,717 individuals from several cohorts were available for replication of tests for interaction. Tgfa and Irf6 expression at critical stages during palatogenesis was analyzed in wild type and Irf6 knockout mice. Markers in and near IRF6 and TGFA were associated with CL/P in the Brazilian cohort (p<10-6). IRF6 was also associated with cleft palate (CP) with impaction of permanent teeth (p<10-6). Statistical evidence of interaction between IRF6 and TGFA was found in all data sets (p = 0.013 for Brazilians; p = 0.046 for ECLAMC; p = 10-6 for Latvians, and p = 0.003 for the 8,717 individuals). Tgfa was not expressed in the palatal tissues of Irf6 knockout mice. IRF6 and TGFA contribute to subsets of CL/P with specific dental anomalies. Moreover, this potential IRF6-TGFA interaction may account for as much as 1% to 10% of CL/P cases. The Irf6-knockout model further supports the evidence of IRF6-TGFA interaction found in humans. © 2012 Letra et al

Understanding the seasonal effect of metabolite production in Terminalia catappa L. leaves through a concatenated MS- and NMR-based metabolomics approach

Terminalia catappa L. (Combretaceae) is a medicinal plant that is part of the Brazilian biodiversity; this plant is popularly used for the treatment of a wide range of diseases. To better understand the chemical composition of T. catappa in different seasons, we conducted a thorough study using LC-MS and NMR data analysis techniques. The study helped obtain a chemical profile of the plant ethanolic extracts in different seasons of the year (spring, summer, autumn, and winter). The dereplication of LC-HRMS data allowed the annotation of 90 compounds in the extracts of T. catappa (hydrolyzable tannins, ellagic acid derivatives, and glycosylated flavonoids). Triterpenes and C-glycosyl flavones were the compounds that significantly contributed to differences observed between T. catappa plant samples harvested in autumn/winter and spring, respectively. The variations observed in the compound composition of the plant leaves may be related to processes induced by environmental stress and leaf development. Data fusion applied in the metabolomic profiling study allowed us to identify metabolites with greater confidence, and provided a better understanding regarding the production of specialized metabolites in T. catappa leaves under different environmental conditions, which may be useful to establish appropriate quality criteria for the standardization of this medicinal plant

Can the evolution of music be analyzed in a quantitative manner?

We propose a methodology to study music development by applying multivariate statistics on composers characteristics. Seven representative composers were considered in terms of eight main musical features. Grades were assigned to each characteristic and their correlations were analyzed. A bootstrap method was applied to simulate hundreds of artificial composers influenced by the seven representatives chosen. Afterwards we quantify non-numeric relations like dialectics, opposition and innovation. Composers differences on style and technique were represented as geometrical distances in the feature space, making it possible to quantify, for example, how much Bach and Stockhausen differ from other composers or how much Beethoven influenced Brahms. In addition, we compared the results with a prior investigation on philosophy. Opposition, strong on philosophy, was not remarkable on music. Supporting an observation already considered by music theorists, strong influences were identified between composers by the quantification of dialectics, implying inheritance and suggesting a stronger master-disciple evolution when compared to the philosophy analysis.Comment: 8 pages, 6 figures, added references for sections 1 and 4.C, better mathematical description on section 2. New values and interpretation, now considering a bootstrap metho

Inscrição votiva em língua lusitana (Arronches Portalegre)

Propõe-se leitura, interpretação e integração histórica da epígrafe redi- gida em língua lusitana, proveniente de uma herdade dos arredores de Arronches. Documenta o sacrifício de animais, designadamente de dez ovelhas, a divindades indígenas – Banda, Reva, Munis, Broeneia... – cujos nomes se fazem acompanhar de epítetos, um dos quais repetido com grafias diferentes (em dativo, Haracui, Aharacui, Harase), passí- vel de relacionar-se com o topónimo actual, Arronches. Na segunda parte, os três dedicantes, que poderão identificar-se como criadores de ovelhas, suplicam às divindades que lhes aceitem os sacrifícios. Considera-se muito viável a hipótese de relacionar esta e as outras epígrafes em língua lusitana – de Lamas de Moledo e Cabeço das Frá- guas – com as rotas da transumância logo nos primórdios da domina- ção romana

Aspectos odontolegais relacionados ao dano estético nos processos julgados pelo TJ/RS

Objetivo: analisar os valores pagos por danos estéticos, morais e materiais nos processos de responsabilidade civil contra o Cirurgião-dentista julgados no Tribunal de Justiça do Estado do Rio Grande do Sul nos anos de 2007 a 2010, identificar no teor dos julgamentos se foi utilizado pelo perito ou juiz o método descritivo na avaliação da alteração estética, bem como destacar a importância de equipará-lo a uma das categorias ou adjetivos referida em uma escala gradual qualificativa de gravidade crescente.Metodologia:Conclusão:Os processos relacionados à responsabilidade profissional do Cirurgião-dentista mostraram uma tendência dos magistrados deferirem mais indenizações por danos morais do que danos materiais, bem como de valorar num patamar quantitativo alto os pedidos por danos estéticos, sendo esses, na média, maior que os danos materiais e morais. De acordo com os julgamentos analisados, não se identificou na valoração dos danos estéticos uma análise objetiva e comparativa. Os parâmetros indicados no método descritivo sempre deverão ser utilizados para mostrar sua característica e importância nas avaliações das alterações estéticas, necessitando para tal atribuir pontos ou porcentagens com escalas numéricas. Foram analisados julgamentos de processos civis envolvendo Cirurgiões-dentistas, baixadas (download) e impressas, por meio de busca eletrônica no site do Tribunal de Justiça do Estado do Rio Grande do Sul do ano de 2007 até o ano de 2010. Utilizou-se na amostra apenas os textos produzidos pelos magistrados, fazendo a análise do inteiro teor somente nos casos em que foram deferidos danos estéticos. Nesses, verificou-se se fora utilizada algum parâmetro qualificativo ou numérico

Greywater treatment by anodic oxidation, photoelectro-Fenton and solar photoelectro-Fenton processes: Influence of relevant parameters and toxicity evolution

In this study, the applicability of factorial design to the treatment of greywater (GW) containing dodecyl-benzene sulfonic acid (LAS) by electrochemical advanced oxidation processes (EAOPs) is demonstrated. At bench scale, anodic oxidation with electrogenerated H2O2 (AO-H2O2) and photoelectro Fenton (PEF) processes were studied following a 23 factorial design with central point insertion, using a first-order mathematical polynomial. In the former process, the combination of a boron-doped diamond (BDD) anode with a carbon-PTFE air-diffusion cathode, both of 3 cm2, yielded a 76% degradation of LAS at 40 mg L-1 along with 52% TOC removal under optimized conditions. The PEF process with 5 mg L-1 Fe2+ at current density of 77.5 mA cm-2 allowed attaining a 63% of LAS degradation and 78% of TOC abatement. The best conditions found for PEF according to the factorial design, in terms of Fe2+ concentration and current density, were applied for the treatment of 10 L of raw GW by solar PEF (SPEF) using a compound parabolic collector (CPC) as solar reactor and a filter-press electrochemical cell. A 70% of LAS removal and a 55% of GW mineralization were attained after 240 min of treatment. Artemia salina toxicity tests were performed with effluents resulting from the different methods under optimum conditions, and the SPEF process was proven to be the most effective and promising EAOP for the reduction of GW toxicity

Asymptotic Behavior of the Solution to a Nonisentropic Hydrodynamic Model of Semiconductors

AbstractWe study the asymptotic behavior of the solution for a hydrodynamic model of semiconductors where the energy equation is included. We study the case where the flow is subsonic and the doping profile is close to a negative constant, depending on the spacial variablex. We shall show that a given steady state solution is asymptotically stable or unstable depending on whether or not the density of the initial data satisfiesP=0, wherePis defined in (3.5)

Women Are More Susceptible to Caries but Individuals Born with Clefts Are Not

The identification of individuals at a higher risk of developing caries is of great interest. Isolated forms of cleft lip and palate are among the most common craniofacial congenital anomalies in humans. Historically, several reports suggest that individuals born with clefts have a higher risk for caries. Caries continues to be the most common infectious noncontagious disease worldwide and a great burden to any health system. The identification of individuals of higher susceptibility to caries is of great interest. In this paper, we assessed caries experience of 1,593 individuals from three distinct populations. The study included individuals born with clefts, their unaffected relatives, and unrelated unaffected controls that were recruited from areas with similar cultural pressures and limited access to dental care. DMFT/dmft scores were obtained, and caries experience rates were compared among the three groups in each geographic area. Individuals born with clefts did not present higher caries experience in comparison to their unaffected relatives or unrelated unaffected controls. Women tend to present higher caries rates in comparison to men. Our work provides strong evidence that individuals born with clefts are not at higher risk to caries; however, women tend to have more severe caries experience