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Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications
Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML/DL paradigms for the healthcare sector, this book demonstrates the depth, breadth, complexity, and diversity of this multi-disciplinary area. It provides a comprehensive overview of ML/DL algorithms and explores the related use cases in enterprises such as computer-aided medical diagnostics, drug discovery and development, medical imaging,...
Information Technology Applications in Industry, Computer Engineering and Materials Science
Selected, peer reviewed papers from the 2013 3rd International Conference on Materials Science and Information Technology (MSIT 2013), September 14-15, 2013, Nanjing, Jiangsu, China
The Impacts of Climate Change and Human Activities on the Structure and Function of Wetland/Grassland Ecosystems
Wetlands and grassland are important components of natural ecosystems, which have rich values in maintaining ecological balance, regional economy and human development. Wetlands can provide freshwater resources and food sources for human beings, purify the water environment and mitigate climate change. The grassland ecosystem has such ecological functions as windbreak, sand fixation, soil preservation, climate regulation, air purification, water conservation and so on, which are closely related to human survival and well-being. In recent years, climate change and human activities have caused a profound impact on the structure and function of wetland and grassland ecosystems, and the problems of decline in size and function have attracted extensive attention from researchers globally. However, there are still many uncertainties about the variety of wetland and grassland ecosystem composition, structure and dynamics, as well as how they respond and adapt to climate change and human activities.
The Chinese Filmography
From A to Z, Abandon Superstitions (1958; Po Chu Mi Xing in Chinese) to Zuo Wenjun and Sima Xiangru (1984; Zuo Wen Jun Ahe Si Ma Xiang Ru), this comprehensive reference work provides filmographic data on 2,444 Chinese features released since the formation of the People's Republic of China. The films reflect the shifting dynamics of the Chinese film industry, from sweeping epics to unabashedly political docudramas, although straight documentaries are excluded from the current work. The entries include the title in English, the Chinese title (in Pinyin romanization with each syllable noted separately for clarity), year of release, studio, technical information (e.g., black and white or color, letterboxed or widescreen), length, technical credits, literary source (when applicable), cast, plot summary, and awards won.
Adoption of Artificial Intelligence in Human and Clinical Genomics, volume II
Large databases are created by genomics for the discovery, study, and development of novel treatments all around the world. It's not hard to conceive that artificial intelligence (AI) might currently study the 3 billion base pairs that make up humanoid genetic makeup in order to uncover genetic disparities among the population. By 2026, large pharmaceutical companies hope to have researched up to 2 million genomes and analyzed massive amounts of patient data from clinical drug studies. As new equipment is introduced, AI will be employed in genomics for a variety of omics investigations, including transcriptomics. To aid in the classification of potentially clinically significant genes, AI is...
From Agriculture Genome to Phenome: Genome-Wide Association, Prediction and Selection
The advances in “omics” technologies have enabled unprecedented progress in agricultural and biological sciences. The synergy of high-performance computing, high throughput omics approaches, and high dimensional phenotyping data with high spatial and temporal resolution have demonstrated the capacity to enhance our understanding of biological mechanisms but also to provide powerful insights into dissecting the genetic basis of complex traits with agricultural and economical importance. Genome-wide association study (GWAS) has become a useful approach to identify mutations that underlie diseases and complex traits and has provided important insights in exploring genetic profiles. However,...
張大千
Catalogue of the exhibition held at the Art Gallery of New South Wales, this volume presents 24 masterpieces of paintings by Chang Dai Chien on loan from the National Museum of History, Taipei. included here are his best works in landscape, figure, fruit, lotus paintings. Each painting is described and with translation of its inscription.
Unearthing the Nation
Questions of national identity have long dominated China’s political, social, and cultural horizons. So in the early 1900s, when diverse groups in China began to covet foreign science in the name of new technology and modernization, questions of nationhood came to the fore. In Unearthing the Nation, Grace Yen Shen uses the development of modern geology to explore this complex relationship between science and nationalism in Republican China. Shen shows that Chinese geologists—in battling growing Western and Japanese encroachment of Chinese sovereignty—faced two ongoing challenges: how to develop objective, internationally recognized scientific authority without effacing native identity,...
