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Pattern Recognition and Machine Learning
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Voice of the Voiceless
"Official pastoral letters and other speeches by Oscar Romero, the martyred archbishop of San Salvador"--
Google Earth Engine Applications
In a rapidly changing world, there is an ever-increasing need to monitor the Earth’s resources and manage it sustainably for future generations. Earth observation from satellites is critical to provide information required for informed and timely decision making in this regard. Satellite-based earth observation has advanced rapidly over the last 50 years, and there is a plethora of satellite sensors imaging the Earth at finer spatial and spectral resolutions as well as high temporal resolutions. The amount of data available for any single location on the Earth is now at the petabyte-scale. An ever-increasing capacity and computing power is needed to handle such large datasets. The Google E...
Critical Medical Anthropology
Critical Medical Anthropology presents inspiring work from scholars doing and engaging with ethnographic research in or from Latin America, addressing themes that are central to contemporary Critical Medical Anthropology (CMA). This includes issues of inequality, embodiment of history, indigeneity, non-communicable diseases, gendered violence, migration, substance abuse, reproductive politics and judicialisation, as these relate to health. The collection of ethnographically informed research, including original theoretical contributions, reconsiders the broader relevance of CMA perspectives for addressing current global healthcare challenges from and of Latin America. It includes work spanning four countries in Latin America (Mexico, Brazil, Guatemala and Peru) as well as the trans-migratory contexts they connect and are defined by. By drawing on diverse social practices, it addresses challenges of central relevance to medical anthropology and global health, including reproduction and maternal health, sex work, rare and chronic diseases, the pharmaceutical industry and questions of agency, political economy, identity, ethnicity, and human rights.
Archbishop Romero
In March of 1980 Oscar Arnulfo Romero, the archbishop of San Salvador, was assassinated as he celebrated Mass. This book combines personal recollections and theological reflections on this extraordinary and prophetic man. Sobrino, a colleague and admirer of the late archbishop as well as a prominent figure in liberation theology, explores the profound meaning of Romero's life and witness for El Salvador, the church, and the World. Sobrino considers first the impact of Romero's life and message on his own life and theology. In a moving personal memoir, he describes how Romero (by reputation a timid, conservative prelate) emerged as the outspoken champion of the poor and suffering people of El Salvador. Sobrino then places the archbishop in the context of the wider church. Romero as believer, as archbishop, as Salvadoran, as prophet, as martyr, as inspiration for theology - Sobrino explores each of these identities, to synthesize the totality of his person and his work. Summing up these reflections he concludes, Archbishop Romero was a gospel...a piece of good news from God to the poor of the world.
Accelerated Partial Breast Irradiation
Accelerated partial breast irradiation (APBI) is being rapidly introduced into the clinical management of early breast cancer. APBI, in fact, encompasses a number of different techniques and approaches that include brachytherapy, intraoperative, and external beam techniques. There is currently no single source that describes these techniques and their clinical implementation. This text is a concise handbook designed to assist the clinician in the implementation of APBI. This includes a review of the principles that underlie APBI, a practical and detailed description of each technique for APBI, a review of current clinical results of APBI, and a review of the incidence and management of treatment related complications.
Journal of the House of Representatives of the United States
Some vols. include supplemental journals of "such proceedings of the sessions, as, during the time they were depending, were ordered to be kept secret, and respecting which the injunction of secrecy was afterwards taken off by the order of the House."
Adaptive Radiation Therapy
Modern medical imaging and radiation therapy technologies are so complex and computer driven that it is difficult for physicians and technologists to know exactly what is happening at the point-of-care. Medical physicists responsible for filling this gap in knowledge must stay abreast of the latest advances at the intersection of medical imaging an
