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Klontzas, Salvatore Claudio Fanni, Emanuele Neri English | September 16, 2023 | ISBN: 3031259270 | 173 pages | MOBI | 2.38 Mb This book aims to provide physicians and scientists with the basics of Artificial Intelligence (AI) with a special focus on medical imaging. The contents of the book provide an introduction to the main topics of artificial intelligence currently applied on medical image analysis. The book starts with a chapter explaining the basic terms used in artificial intelligence for novice readers and embarks on a series of chapters each one of which provides the basics on one AI-related topic. The second chapter presents the programming languages and available automated tools that enable the development of AI applications for medical imaging. The third chapter endeavours to analyse the main traditional machine learning techniques, explaining algorithms such as random forests, support vector machines as well as basic neural networks. The applications of those machines on the analysis of radiomics data is expanded in the fourth chapter to allow the understanding of algorithms used to build classifiers for the diagnosis of disease processes with the use of radiomics. Chapter five provides the basics of natural language processing which has revolutionized the analysis of complex radiological reports and chapter six affords a succinct introduction to convolutional neural networks which have revolutionized medical image analysis enabling automated image-based diagnosis, image enhancement (e.g. denoising), protocolling etc. The penultimate chapter provides an introduction to data preprocessing for use in the aforementioned artificial intelligence applications. The book concludes with a chapter demonstrating AI-based tools already in radiological practice while providing an insight about the foreseeable future. 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With a strong basis in science fiction, Fringe has all of the archetypal characters and themes of the genre, from the covert mastermind and the mad scientist to dangerous advances in technology, parallel worlds, and man-made monsters. Along with many other postÂ9/11 television shows aired in the West, Fringe has demonstrated a societyâs collective paranoia about foreign invaders, on the one hand, and domestic corruption on the other. It also lays bare the fear of radical advances in technology and urges its viewers to ponder the ethical limitations of science. This guide explores how the show uses these elements to tap into a deeper understanding of the human experience. Less focused on individual episodes, this book is split into three parts, each discussing a broad element of the narrative experience of the first three seasons of this multilayered show.  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In Interwar Salzburg, contributors from around the globe recover an evolving but now lost vanguard of European culture, fostering not only new identities in visual and performing arts, film, music, and literature, but also a festival culture aimed at cultivating an inclusive public (not an international elite) and a civic culture sharing public institutions, sports, tourism, and a diverse spectrum of cultural identities serving a new European ideal.  Free Download Robert von Dassanowsky, "Interwar Salzburg: Austrian Culture Beyond Vienna " English | ISBN: B0CB9H8DK5 | 2024 | 358 pages | EPUB | 3 MB A long-overdue reassessment of post-1918 Salzburg as a distinct Austrian cultural hub that experimented in moving beyond war and empire into a modern, self-consciously inclusive, and international center for European culture. For over 300 years, Salzburg had its own legacy as a city-state at an international crossroads, less stratified than Europe's colonial capitals and seeking a political identity based in civic participation with its own economy and politics. After World War I, Salzburg became a refuge. Its urban and bucolic spaces staged encounters that had been brutally cut apart by the war; its deep-seated traditions of citizenship, art, and education guided its path. In Interwar Salzburg, contributors from around the globe recover an evolving but now lost vanguard of European culture, fostering not only new identities in visual and performing arts, film, music, and literature, but also a festival culture aimed at cultivating an inclusive public (not an international elite) and a civic culture sharing public institutions, sports, tourism, and a diverse spectrum of cultural identities serving a new European ideal.  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With case studies gathered from a range of national contexts, it provides rich empirical insights into the relationship between urban spatialities, power dynamics, and embodied social inequalities, addressing the manner in which different conflicts are made manifest intersectionally in and through situated urban spaces. The chapters consider issues such as the gendering and racialization of urban spaces; urban marginality and environmental pressures; intersectional power dynamics in research; heteronormative and cisgender- centric structures in the city; aging in the city; young people, control, and insecurity; police violence; migrant emplacement and activism; racialized gentrification and commoning, and pandemic safety and protest, to explore the uneven outcomes of spatial planning and urban development. 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