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Machine Learning for Computer Scientists and Data Analysts
This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.
Rural Health Care Delivery
Diseases are everyday, ordinary occurrences intimately related to people’s daily lives. However, as the metaphor of the “Sick Man of East Asia” emerged against the backdrop of a weak modern China, health care and the curing of diseases were turned into grand state politics with far-reaching implications. This book, starting with the argument for diseases being metaphors, describes and interprets such incidents in China’s history as the Abolishment of Traditional Chinese Medicine, the Patriotic Hygiene Campaign and the Cooperative Medical Services. In an effort to reveal the internal logic of disease politics in the transformation of the state-people relationship, the book analyzes ke...
Global Medicine in China
In 1938, one year into the Second Sino-Japanese War, the Chinese military found itself in dire medical straits. Soldiers were suffering from deadly illnesses, and were unable to receive blood transfusions for their wounds. The urgent need for medical assistance prompted an unprecedented flowering of scientific knowledge in China and Taiwan throughout the twentieth century. Wayne Soon draws on archives from three continents to argue that Overseas Chinese were key to this development, utilizing their global connections and diasporic links to procure much-needed money, supplies, and medical expertise. The remarkable expansion of care and education that they spurred saved more than four million lives and trained more than fifteen thousand medical personnel. Moreover, the introduction of military medicine shifted biomedicine out of elite, urban civilian institutions and laboratories and transformed it into an adaptive field-based practice for all. Universal care, practical medical education, and mobile medicine are all lasting legacies of this effort.
Neither Donkey Nor Horse
"Neither Donkey Nor Horse "tells the story of how Chinese medicine was transformed from the antithesis of modernity in the early twentieth century into a potent symbol and vehicle for China s struggle with it half a century later. Instead of viewing this transition as derivative of the political history of modern China, Sean Hsiang-lin Lei argues that China s medical history had a life of its own and at times directly influenced the ideological struggle over the meaning of China s modernity and the Chinese state. Far from being a remnant of China s pre-modern past, Chinese medicine in the twentieth century co-evolved with Western medicine and the Nationalist state, undergoing a profound tran...
China and the Globalization of Biomedicine
Argues that developments in biomedicine in China should be at the center of our understanding of biomedicine, not at the periphery
Graphene from Natural Sources
This book examines the synthesis of graphene obtained from different natural raw materials and waste products as a low-cost, environmentally friendly alternative that delivers a quality final product. Expert researchers review potential sources of natural raw materials and waste products, methods or characterization, graphene synthesis considerations, and important applications. FEATURES Explores the different approaches to the synthesis of graphene oxide (GO) and reduced graphene oxide (rGO) from natural and industrial carbonaceous wastes Outlines the modification and characterization methods of GO and rGO Addresses the characterization methods of GO and rGO Details applications of GO and rGO created from natural sources Graphene is a multidisciplinary material with applications in almost every sector of science and engineering. Graphene from Natural Sources: Synthesis, Characterization, and Applications is a noteworthy reference for material scientists and engineers in academia and industry interested in reducing costs and employing green synthesis methods in their work.
Handbook of Global Tuberculosis Control
This ambitious reference surveys worldwide efforts at controlling the spread of tuberculosis, with special emphasis on the developing world. Case studies from China, Pakistan, Nigeria, Indonesia, and other frontline countries demonstrate a wealth of information on clinical, cultural, socioeconomic, and other relevant factors. This compilation provides a valuable resource for creating successful intervention and prevention strategies. State-of-the-science snapshots pinpoint where short- and long-term initiatives stand today, from early detection and vaccination programs to new genetic technologies and drug therapies. This diverse group of perspectives and approaches offers innovative paths to...
Sensorless Control of Permanent Magnet Synchronous Machine Drives
A comprehensive resource providing basic principles and state-of-the art developments in sensorless control technologies for permanent magnet synchronous machine drives Sensorless Control of Permanent Magnet Synchronous Machine Drives highlights the global research achievements over the last three decades and the sensorless techniques developed by the authors and their colleagues, and covers sensorless control techniques of permanent magnet machines, discussing issues and solutions. Many worked application examples are included to aid in practical understanding of concepts. Written by two pioneering authors in the field, Sensorless Control of Permanent Magnet Synchronous Machine Drives cover...
