Predicting type of delivery by identification of obstetric risk factors through data mining

In Maternity Care, a quick decision has to be made about the most suitable delivery type for the current patient. Guidelines are followed by physicians to support that decision; however, those practice recommendations are limited and underused. In the last years, caesarean delivery has been pursued in over 28% of pregnancies, and other operative techniques regarding specific problems have also been excessively employed. This study identifies obstetric and pregnancy factors that can be used to predict the most appropriate delivery technique, through the induction of data mining models using real data gathered in the perinatal and maternal care unit of Centro Hospitalar of Oporto (CHP). Predicting the type of birth envisions high-quality services, increased safety and effectiveness of specific practices to help guide maternity care decisions and facilitate optimal outcomes in mother and child. In this work was possible to acquire good results, achieving sensitivity and specificity values of 90.11% and 80.05%, respectively, providing the CHP with a model capable of correctly identify caesarean sections and vaginal deliveries.

The influence of biofilm formation by Gardnerella vaginalis and other anaerobes on bacterial vaginosis

Bacterial vaginosis (BV) is the worldwide leading vaginal disorder in women of reproductive age. BV is characterized by the replacement of beneficial lactobacilli and the augmentation of anaerobic bacteria. Gardnerella vaginalis is a predominant bacterial species, however, BV is also associated with other numerous anaerobes, such as Atopobium vaginae, Mobiluncus mulieris, Prevotella bivia, Fusobacterium nucleatum and Peptoniphilus sp.. Currently, the role of G. vaginalis in the etiology of BV remains a matter of controversy. It is however known that, in BV patients, a biofilm is usually formed on the vaginal epithelium and G. vaginalis is typically the predominant species. So, the current paradigm is that the establishment of a biofilm plays a key role in the pathogenesis of BV. This review provides background on the influence of biofilm formation by G. vaginalis and other anaerobes in the polymicrobial etiology of BV, through its initial adhesion until biofilm formation and discusses the commensal and synergic interactions established between them to understand the phenotypic shift of G. vaginalis' biofilms into BV establishment.

Short-term corneal changes with gas-permeable contact lens wear in keratoconus subjects: a comparison of two fitting approaches

Purpose: To evaluate changes in anterior corneal topography and higher-order aberrations (HOA) after 14-days of rigid gas-permeable (RGP) contact lens (CL) wear in keratoconus subjects comparing two different fitting approaches. Methods: Thirty-one keratoconus subjects (50 eyes) without previous history of CL wear were recruited for the study. Subjects were randomly fitted to either an apical-touch or three-pointtouch fitting approach. The lens’ back optic zone radius (BOZR) was 0.4 mm and 0.1 mm flatter than the first definite apical clearance lens, respectively. Differences between the baseline and post-CL wear for steepest, flattest and average corneal power (ACP) readings, central corneal astigmatism (CCA), maximum tangential curvature (KTag), anterior corneal surface asphericity, anterior corneal surface HOA and thinnest corneal thickness measured with Pentacam were compared. Results: A statistically significant flattening was found over time on the flattest and steepest simulated keratometry and ACP in apical-touch group (all p < 0.01). A statistically significant reduction in KTag was found in both groups after contact lens wear (all p < 0.05). Significant reduction was found over time in CCA (p = 0.001) and anterior corneal asphericity in both groups (p < 0.001). Thickness at the thinnest corneal point increased significantly after CL wear (p < 0.0001). Coma-like and total HOA root mean square (RMS) error were significantly reduced following CL wearing in both fitting approaches (all p < 0.05). Conclusion: Short-term rigid gas-permeable CL wear flattens the anterior cornea, increases the thinnest corneal thickness and reduces anterior surface HOA in keratoconus subjects. Apicaltouch was associated with greater corneal flattening in comparison to three-point-touch lens wear.

Clear cell adenocarcinoma of the cervix in a young woman: a diagnostic challenge

Clear cell adenocarcinoma of the cervix is a rare tumor, classically related with in utero diethylstilbestrol (DES) exposure. The authors report a rare case of clear cell adenocarcinoma of the cervix in a 21-yearold woman who had no history of in utero DES exposure, presenting with intermittent vaginal bleeding. It stresses the relevance to always clarify the etiology of abnormal genital bleeding and consider the possibility of cervicovaginal tumors.

Bacterial vaginosis biofilms: challenges to current therapies and emerging solutions

Bacterial vaginosis (BV) is the most common genital tract infection in women during their reproductive years and it has been associated with serious health complications, such as preterm delivery and acquisition or transmission of several sexually transmitted agents. BV is characterized by a reduction of beneficial lactobacilli and a significant increase in number of anaerobic bacteria, including Gardnerella vaginalis, Atopobium vaginae, Mobiluncus spp., Bacteroides spp. and Prevotella spp.. Being polymicrobial in nature, BV etiology remains unclear. However, it is certain that BV involves the presence of a thick vaginal multi-species biofilm, where G. vaginalis is the predominant species. Similar to what happens in many other biofilm-related infections, standard antibiotics, like metronidazole, are unable to fully eradicate the vaginal biofilm, which can explain the high recurrence rates of BV. Furthermore, antibiotic therapy can also cause a negative impact on the healthy vaginal microflora. These issues sparked the interest in developing alternative therapeutic strategies. This review provides a quick synopsis of the currently approved and available antibiotics for BV treatment while presenting an overview of novel strategies that are being explored for the treatment of this disorder, with special focus on natural compounds that are able to overcome biofilm-associated antibiotic resistance.

Prefácio: Declinar a vibração da vida

[Excerto] A pedra de toque desta obra de Albertino Gonçalves é a vertigem, uma repentina névoa do olhar que o leva a perder nitidez, associada a um ligeiro desequilíbrio que complica os movimentos, baralhando os gestos e as acções humanas. O sociólogo cujo olhar, por natureza epistemologicamente calculado e vigiado, se deixe tentar pela vertigem deste desequilíbrio humaniza todavia o conhecimento, aproximando-o da condição humana e das figuras que a exprimem, não apenas a ambivalência e o desassossego, mas também o enigma e o labirinto. A vertigem é um desequilíbrio presente nas circunstâncias, no aleatório e nas emoções. É um desequilíbrio presente na intensidade precária das relações, nas variações dos sentimentos amorosos, no estremecimento dos corpos diante da sua disformidade ou declínio, e também da sua exuberância, enfim, nas incoerências ideológicas e nas mobilidades existenciais e profissionais. Como figura de conhecimento social, a vertigem alude à falta de garantias no caminho que nos leva ao outro, e também às escolhas e aos riscos das nossas ligações, hoje bem mais marcadas pela ambivalência do que pelas ideias de projecto, plano de carreira, grandes objectivos e planificação da vida a longo prazo.

Os estudos culturais como novas humanidades

É meu propósito, neste estudo, argumentar a ideia de que os Estudos Culturais podem ser encarados como novas humanidades. Os Cultural Studies centram a atenção nos estudos étnicos, pós-coloniais, comunicacionais, antropológicos, etnográficos e feministas, e apenas “muito marginalmente” têm-se interessado pela literatura e pelos estudos literários (Aguiar e Silva, 2008). Mas são precisamente esses domínios, investidos pela ‘Social Science’, e não pelas ‘Arts’, que se constituem como pedra de toque da modernidade. E é neles que se joga, hoje, em grande medida, a ideia que temos do humano. A interrogação que hoje é feita, tanto sobre o humano como sobre a modernidade, tem como pano de fundo a translação tecnológica da cultura, da palavra para a imagem (Martins, 2011a). A minha proposta tem em atenção esse debate, sublinhando entretanto o compromisso que os Estudos Culturais têm com atual e o contemporâneo, o que também quer dizer, com o presente e o quotidiano.

A insolvência no contexto dos grupos de sociedades

Dissertação de mestrado em Direito dos Contratos e da Empresa

Acabamentos químicos em tecidos

Dissertação de mestrado em Técnicas de Caracterização e Análise Química

Effect of pH on Candida tropicalis virulence factors

Dissertação de mestrado em Bioengenharia