Artificial Intelligence in Bioinformatics and Chemoinformatics, Yashwant Pathak, Surovi Saikia. Sarvadaman Pathak
Автор: Johann Gasteiger Название: Chemoinformatics: A Textbook ISBN: 3527306811 ISBN-13(EAN): 9783527306817 Издательство: Wiley Рейтинг: Цена: 18216 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: From the basics to applications, this text provides both students and newcomers to this field with the knowledge and tools needed. It features practical tutorials that lead readers step-by-step through the range of chemoinformatic tools.
Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.
Описание: 10th International WorkConference on Artificial Neural Networks IWANN 2009 Workshops Salamanca Spai. .
Название: Artificial intelligence applications in human pathology ISBN: 1800611382 ISBN-13(EAN): 9781800611382 Издательство: World Scientific Publishing Рейтинг: Цена: 15048 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Artificial Intelligence Applications in Human Pathology deals with the latest topics in biomedical research and clinical cancer diagnostics. With chapters provided by true international experts in the field, this book gives real examples of the implementation of AI and machine learning in human pathology.
Advances in machine learning and AI in general have propelled computational and general pathology research. Today, computer systems approach the diagnostic levels achieved by humans for certain well-defined tasks in pathology. At the same time, pathologists are faced with an increased workload both quantitatively (numbers of cases) and qualitatively (the amount of work per case, with increasing treatment options and the type of data delivered by pathologists also expected to become more fine-grained). AI will support and leverage mathematical tools and implement data-driven methods as a center for data interpretation in modern tissue diagnosis and pathology. Digital or computational pathology will also foster the training of future computational pathologists, those with both pathology and non-pathology backgrounds, who will eventually decide that AI-based pathology will serve as an indispensable hub for data-related research in a global health care system.
Some of the specific topics explored within include an introduction to DL as applied to Pathology, Standardized Tissue Sampling for Automated Analysis, integrating Computational Pathology into Histopathology workflows. Readers will also find examples of specific techniques applied to specific diseases that will aid their research and treatments including but not limited to; Tissue Cartography for Colorectal Cancer, Ki-67 Measurements in Breast Cancer, and Light-Sheet Microscopy as applied to Virtual Histology.
The key role for pathologists in tissue diagnostics will prevail and even expand through interdisciplinary work and the intuitive use of an advanced and interoperating (AI-supported) pathology workflow delivering novel and complex features that will serve the understanding of individual diseases and of course the patient.
Автор: Tomasz G. Smolinski; Mariofanna G. Milanova; Aboul Название: Computational Intelligence in Biomedicine and Bioinformatics ISBN: 3642089690 ISBN-13(EAN): 9783642089695 Издательство: Springer Рейтинг: Цена: 30606 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The purpose of this book is to provide an overview of state-of-the-art methodologies currently utilized for biomedicine and/or bioinformatics-oriented applications. Researchers working in these fields will learn new methods to help tackle their problems.
Автор: Ch. Satyanarayana; Kunjam Nageswara Rao; Richard G Название: Computational Intelligence and Big Data Analytics ISBN: 9811305439 ISBN-13(EAN): 9789811305436 Издательство: Springer Рейтинг: Цена: 7685 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.
Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 15th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics., CIBB 2018, held in Caparica, Portugal, in September 2018.
Описание: This proceedings presents recent practical applications of Computational Biology and Bioinformatics. It contains the proceedings of the 9th International Conference on Practical Applications of Computational Biology & Bioinformatics held at University of Salamanca, Spain, at June 3rd-5th, 2015. The International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB) is an annual international meeting dedicated to emerging and challenging applied research in Bioinformatics and Computational Biology. Biological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and extract meaningful knowledge from the underlying data. The impressive capabilities of next generation sequencing technologies, together with novel and ever evolving distinct types of omics data technologies, have put an increasingly complex set of challenges for the growing fields of Bioinformatics and Computational Biology. The analysis of the datasets produced and their integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Clearly, Biology is more and more a science of information requiring tools from the computational sciences.
Автор: Barry A. Bunin; Brian Siesel; Guillermo Morales; J Название: Chemoinformatics: Theory, Practice, & Products ISBN: 9048172500 ISBN-13(EAN): 9789048172504 Издательство: Springer Рейтинг: Цена: 23508 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Chemoinformatics is the use of information technology in the acquisition, analysis and management of data and information relating to chemical compounds and their properties.
Автор: Bao Le Nguyen, Deepak Gupta, Siddhartha Bhattacharyya, Utku Kose Название: Artificial Intelligence for Data-Driven Medical Diagnosis ISBN: 3110667819 ISBN-13(EAN): 9783110667813 Издательство: Walter de Gruyter Рейтинг: Цена: 21190 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.
Описание: Peer reviewed articles from the Natural Language Processing and Cognitive Science (NLPCS) 2014 meeting in October 2014 workshop. The meeting fosters interactions among researchers and practitioners in NLP by taking a Cognitive Science perspective. Articles cover topics such as artificial intelligence, computational linguistics, psycholinguistics, cognitive psychology and language learning.
Автор: Gurumoorthy Название: Cognitive Science and Artificial Intelligence ISBN: 9811066973 ISBN-13(EAN): 9789811066979 Издательство: Springer Рейтинг: Цена: 6986 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book reflects the state-of-the-art in Artificial Intelligence and Cognitive Science, and covers theory, algorithms, numerical simulation, error and uncertainty analysis, as well novel applications of new processing techniques in Biomedical Informatics, Computer Science and its applied areas.
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