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Infrared thermography is gaining relevance in breast cancer assessment. For this purpose, breast segmentation in thermograms is an important task for performing automatic image analysis and detecting possible temperature changes that indicate the presence of malignancy. However, it is not a simple task since the breast limit borders, especially the top borders, often have low contrast, making it difficult to isolate the breast area. Several algorithms have been proposed for breast segmentation, but these highly depend on the contrast at the lower breast borders and on filtering algorithms to remove false edges. This work focuses on taking advantage of the distinctive inframammary shape to simplify the definition of the lower breast border, regardless of the contrast level, which indeed also provides a strong anatomical reference to support the definition of the poorly marked upper boundary of the breasts, which has been one of the major challenges in the literature. In order to demonstrate viability of the proposed technique for an automatic breast segmentation, we applied it to a database with 180 thermograms and compared their results with those reported by others in the literature. We found that our approach achieved a high performance, in terms of Intersection over Union of 0.934, even higher than that reported by artificial intelligence algorithms. The performance is invariant to breast sizes and thermal contrast of the images. [ABSTRACT FROM AUTHOR]

Environmental variation often induces plastic responses in organisms that can trigger changes in subsequent generations through non-genetic inheritance mechanisms. Such transgenerational plasticity thus consists of environmentally induced non-random phenotypic modifications that are transmitted through generations. Transgenerational effects may vary according to the sex of the organism experiencing the environmental perturbation, the sex of their descendants or both, but whether they are affected by past sexual selection is unknown. Here, we use experimental evolution on an insect model system to conduct a first test of the involvement of sexual selection history in shaping transgenerational plasticity in the face of rapid environmental change (exposure to pesticide). We manipulated evolutionary history in terms of the intensity of sexual selection for over 80 generations before exposing individuals to the toxicant. We found that sexual selection history constrained adaptation under rapid environmental change. We also detected inter- and transgenerational effects of pesticide exposure in the form of increased fitness and longevity. These cross-generational influences of toxicants were sex dependent (they affected only male descendants), and intergenerational, but not transgenerational, plasticity was modulated by sexual selection history. Our results highlight the complexity of intra-, inter- and transgenerational influences of past selection and environmental stress on phenotypic expression. [ABSTRACT FROM AUTHOR]

The objectives of this study are to develop the SEIR model for COVID-19 and evaluate its main parameters such as therapeutic vaccines, vaccination rate, and effectiveness of prophylactic. Global and local stability of the model and numerical simulation are examined. The local stability of equilibrium points was classified. A Lyapunov function is constructed to analyze the global stability of the disease-free equilibrium. The simulation part is based on two situations, including the USA and Iran. Our results provide a good contribution to the current research on this topic. [ABSTRACT FROM AUTHOR]

Humans have greatly benefited from their relationship with donkeys. Different roles that donkeys play in high- and low-income countries are two sides of the same coin. Their draft power is indispensable in low-income countries, and by contrast, their milk in Europe is fetching a premium. New productive niches are controversially being explored, for example, donkey meat and skin (ejiao); both are considered premium products and have increased value of donkeys in many developing regions of the world. New advances in human medicine are starting to consider possibilities of donkey serum and heart valves. Scientists and channels that they use to spread their knowledge directly influence public interest and implementation of welfare practices in domestic species, indirectly affecting their survival. The study's aim was to trace historical registry of www.sciendirect.com directory from 1896 to 2018 to assess trends followed by articles dealing with donkeys. Publications with 22 themes and 114 publications (91 JCR indexed journals) from 56 countries were included. JCR impact index was scored to study influence of publications dealing with donkeys. Chi-square test tested six variables, randomly influenced by the rest. Cramer's V measured strength of association between variables. Statistically significant differences were observed between almost every combination of variables except for year and JCR impact, year and area/topic and country of the corresponding author, and area/topic of submission. JCR impact and journal influences the area of the articles that are published. As some countries are more specialized in certain themes concerning donkey-related sciences, they are more likely to publish.