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We evaluate deep learning architectures for rat pose estimation using a six-camera system, focusing on ResNet and EfficientNet across various depths and augmentation techniques. Among the configurations tested, ResNet 152 with default augmentation provided the best performance when employing a multi-perspective network approach in the controlled experimental setup. It reached a Root Mean Squared E
In the construction industry, projects are organized with many different subcontractors that carry out the day-to-day undertakings. There is generally a lack of skilled labour in the construction industry that makes construction lack productivity and become a dangerous workplace. Skilled subcontractors are a neglected group of potential innovators in this industry. The main reason why they are ver
Breast cancer is the most common type of cancer in women worldwide. Triple-negative breast cancer (TNBC) is a subtype of breast cancer that lacks the expression of the oestrogen receptor, progesterone receptor, and amplification of HER2. This subtype is the most aggressive subtype and a heterogeneous subgroup of breast cancer, making up around 10-15% of the cases, often affecting younger patients
Idiopathic pulmonary fibrosis (IPF) remains a challenging disease with no drugs available to change the trajectory. It is a condition associated with excessive and highly progressive scarring of the lungs with remodelling and extracellular matrix deposition. It is a highly "destructive" disease of the lungs. The diagnosis of IPF is challenging due to continuous evolution of the disease, which also
Language is a complex semiotic system based on the context-sensitive use of signs, in contrast to the comparatively rigid systems of signals used by other animals, making it a uniquely human bio-cultural adaptation. But equally unique for human beings are other semiotic systems, and their corresponding sociocultural practices, such as (representational) gesture, the use of pictures and music. Cruc
Background: The perspectives of children with life-threatening or life-limiting (LT/LL) conditions have predominantly been conveyed through their parents rather than heard from the children themselves. Despite an increase in studies focusing on children’s perspectives in pediatric palliative care, this research remains limited, particularly in including children who are unable to express themselve
"Nu är det höst! Vårterminen avslutades med den nationella högskolepedagogiska konferensen ”NU 2024”, som gick av stapeln vid Umeå universitet. Strax före midsommar samlades drygt 450 konferensdeltagare – lärare, doktorander, studentrepresentanter, akademiska ledare, pedagogiska utvecklare, IKT-pedagoger, bibliotekarier m.fl. – för att diskutera ”Högre utbildning i och för förändring”. Här fanns e
The last years of turbulence on the market caused by the pandemic and geo-political tensions have led to supply disruptions for many companies. The purpose of this study was to investigate how digital purchasing practices and trust are impacted in the supply chain due to increased turbulence in the environment. This was carried out through an interview study with buyers and sellers in supply chainThe last years of turbulence on the market caused by the pandemic and geo-political tensions have led to supply disruptions for many companies. The purpose of this study was to investigate how digital purchasing practices and trust are impacted in the supply chain due to increased turbulence in the environment. This was carried out through an interview study with buyers and sellers in supply chain
The active participation of scientific trusts, including CISO (Centro Italiano Studi Ornitologici), in applied conservation actions plays a crucial role in addressing the challenges faced by natural and semi-natural landscapes, which are increasingly impacted by improper land-use and land-cover. This is particularly true for those landscapes where Large Infrastructures and Big Events (LIBEs) are p
In 2021, the village Finsjö in Sweden experienced an abnormally large wildfire. During an intervention lasting for 6 days, Fire and Rescue Services [FRS] received spontaneous help from volunteers, leading to valuable contributions but also questions regarding how to address division of responsibilities. Through qualitative interviews with the FRS, this study explores the interaction between formal
In order to design an Oxygen Reduction System (ORS) the most important parameter is the limiting oxygen concentration (LOC). Currently there are a couple of different small scale test methods used to determine the LOC for specific materials. In small scale tests an external heat flux is applied, to account for parameters such as geometry that otherwise cannot be replicated, theoretically arriving
In the 20th century, the scientific community recognized global climate change as a preeminent challenge facing our planet. The primary driver of this predicament was identified as the substantial reliance on fossil fuels, constituting approximately 80% of the world's energy consumption. The combustion of these fossil fuels, particularly those rich in carbon, led to the emission of greenhouse gase
This paper presents findings from a qualitative study on tourist vulnerability in wildfire scenarios considering the perspectives of tourist infrastructure owners/managers, fire and rescue service, municipality managers, researchers, and other emergency managers in Spain-France border regions. Through a thematic analysis of twenty survey responses, this study presents the critical factors influenc
The intertidal snail Littorina saxatilis is well known for its remarkable variety of locally adapted populations. A unique L. saxatilis habitat is represented by the sheltered rocky environment found in the natural coastal lagoon of the Cíes Islands (NW Spain). The present-day characteristics of this habitat are relatively recent (~ 70–150 years), some of these have been human induced. In this stu
The theory of evolution is one of the greatest scientific achievements in the intellectual history of humankind, yet it is still contentious within certain social groups. Despite being as robust and evidence-based as any other notable scientific theory, some people show a strong reluctance to accept it. In this study, we used the Measure of Acceptance of the Theory of Evolution (MATE) and Knowledg
Two sympatric ecotypes ('crab' and 'wave') of Littorina saxatilis are adapted to different microhabitats. It has been claimed, based on the comparison of proteomic differentiation across ontogeny, that the wave ecotype may have evolved by paedomorphosis from an ancestor more similar to the crab ecotype. Here, we test the paedomorphosis hypothesis at a morphological level by comparing crab and wave
Colour polymorphism is a widespread phenomenon in natural populations of several species. In particular, it is especially common on marine gastropod species from the genus Littorina. Recently, it has been argued that intrapopulation shell colour polymorphism in Littorina fabalis could be caused by negative frequency-dependent sexual selection via a mechanism of mate choice (indirectly estimated th
This work focuses on the need for modeling and predicting adverse outcomes in immunotoxicology to improve nonclinical assessments of the safety of immunomodulatory therapies. The integrated approach includes, first, the adverse outcome pathway concept established in the toxicology field, and, second, the systems medicine disease map approach for describing molecular mechanisms involved in a partic
In this paper, we analyze the debate between the Modern Synthesis and the Extended Evolutionary Synthesis in light of the concept of incommensurability developed by Thomas Kuhn. In order to do so, first we briefly present both the Modern Synthesis and the Extended Evolutionary Synthesis. Then, we clarify the meaning and interpretations of incommensurability throughout Kuhn’s works, concluding that
