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Abstract: The detection of pathogens is a major public health issue. Every year, thousands of people die because of nosocomial infections. It is therefore important to be able to detect possible outbreaks as early as possible, especially in the hospital environment. Various pathogen detection techniques have already been demonstrated. However, most of them require expensive and specific equipment, and/or complex protocols, which, most of the time, involve biochemical reaction and labelling steps. In this paper, a new method that combines microscopic imaging and machine learning is described. The main benefits of this approach are to be low-cost, label-free and easy to integrate in any suitable medical device, such as hand hygiene dispensers. The suitability of this pathogen detection method is validated using four bacteria, both in PBS (Phosphate Buffered Saline) and in isopropanol. In particular, we demonstrated an efficient pathogenic detection that is sensible to changes in the composition of a mixture of pathogens, even in alcohol-based solutions
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Ukrainians first came to Canada a century ago, seeking a new life on the western prairies. They brought with them an ancient and rich cultural tradition, deeply rooted in Christianity. The most visible symbol of this tradition is the Ukrainian church with its distinctive cupolas. As soon as the settlers were established in the new land, they began to reshape their environment by building churches in the styles they remembered from their homeland. In this richly illustrated volume, the authors trace the continuity of tradition in achitecture, art, and community life from Ukraine to the parishes of the Manitoba prairie. In a detailed examination of the exteriors and interiors of forty-nine churches, the book establishes a typology of Ukrainian church designs. Biographies of the architects, master builders, and artists are included, along with a guide to the art and architecture of a Ukrainian church.
Aims to reinforce the interface between physical sciences, theoretical computer science, and discrete mathematics. This book assembles theoretical physicists and specialists of theoretical informatics and discrete mathematics in order to learn about developments in cryptography, algorithmics, and more.