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Text Mining of Web-Based Medical Content, Neustein Amy


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Автор: Neustein Amy
Название:  Text Mining of Web-Based Medical Content
ISBN: 9781614515418
Издательство: Walter de Gruyter
Классификация:





ISBN-10: 1614515417
Обложка/Формат: Hardback
Страницы: 284
Вес: 0.59 кг.
Дата издания: 16.09.2014
Серия: Language/Linguistics
Язык: English
Размер: 235 x 163 x 23
Читательская аудитория: Professional and scholarly
Ключевые слова: Engineering: general,Computer networking & communications,Signal processing, COMPUTERS / Information Technology,COMPUTERS / Social Aspects / General,LANGUAGE ARTS & DISCIPLINES / Speech,TECHNOLOGY & ENGINEERING / Electrical
Поставляется из: Германии
Описание: •Includes Text Mining and Natural Language Processing Methods for extracting information from electronic health records and biomedical literature.•Analyzes text analytic tools for new media such as online forums, social media posts, tweets and video sharing.•Demonstrates how to use speech and audio technologies for improving access to online content for the visually impaired. Text Mining of Web-Based Medical Content examines various approaches to deriving high quality information from online biomedical literature, electronic health records, query search terms, social media posts and tweets. Using some of the latest empirical methods of knowledge extraction, the authors show how online content, generated by both professionals and laypersons, can be mined for valuable information about disease processes, adverse drug reactions not captured during clinical trials, and tropical fever outbreaks. Additionally, the authors show how to perform infromation extraction on a hospital intranet, how to build a social media search engine to glean information about patients own experiences interacting with healthcare professionals, and how to improve access to online health information. This volume provides a wealth of timely material for health informatic professionals and machine learning, data mining, and natural language researchers. Topics in this book include:•Mining Biomedical Literature and Clinical Narratives •Medication Information Extraction •Machine Learning Techniques for Mining Medical Search Queries •Detecting the Level of Personal Health Information Revealed in Social Media •Curating Layperson’s Personal Experiences with Health Care from Social Media and Twitter •Health Dialogue Systems for Improving Access to Online Content •Crowd-based Audio Clips to Improve Online Video Access for the Visually Impaired •Semantic-based Visual Information Retrieval for Mining Radiographic Image Data •Evaluating the Importance of Medical Terminology in YouTube Video Titles and Descriptions


Evidence-based medical Monitoring

Автор: Glazsiou
Название: Evidence-based medical Monitoring
ISBN: 1405153997 ISBN-13(EAN): 9781405153997
Издательство: Wiley
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Цена: 9342.00 р. 13345.00 -30%
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Описание: Monitoring is a major component of management of chronic diseases such as diabetes, cardiovascular disease, arthritis and depression. This book discusses how monitoring principles adopted in other spheres such as clinical pharmacology and evidence-based medicine can be applied to chronic disease in the global setting.

Web Data Mining and the Development of Knowledge-Based Decision Support Systems

Автор: Sreedhar G.
Название: Web Data Mining and the Development of Knowledge-Based Decision Support Systems
ISBN: 1522518770 ISBN-13(EAN): 9781522518778
Издательство: Mare Nostrum (Eurospan)
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Цена: 24116.00 р.
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Описание: Websites are a central part of today’s business world; however, with the vast amount of information that constantly changes and the frequency of required updates, this can come at a high cost to modern businesses.Web Data Mining and the Development of Knowledge-Based Decision Support Systems is a key reference source on decision support systems in view of end user accessibility and identifies methods for extraction and analysis of useful information from web documents. Featuring extensive coverage across a range of relevant perspectives and topics, such as semantic web, machine learning, and expert systems, this book is ideally designed for web developers, internet users, online application developers, researchers, and faculty.

Medical Data Mining and Knowledge Discovery

Автор: Krzysztof J. Cios
Название: Medical Data Mining and Knowledge Discovery
ISBN: 379082478X ISBN-13(EAN): 9783790824780
Издательство: Springer
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Цена: 38992.00 р.
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Описание: Modern medicine generates, almost daily, huge amounts of heterogeneous data. Those who deal with such data understand that there is a widening gap between data collection and data comprehension.

Multimedia Content Analysis and Mining

Автор: Nicu Sebe; Yuncai Liu; Yueting Zhuang; Thomas S. H
Название: Multimedia Content Analysis and Mining
ISBN: 3540734163 ISBN-13(EAN): 9783540734161
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Constitutes the refereed proceedings of the International Workshop on Multimedia Content Analysis and Mining, MCAM 2007, held in Weihai, China in June/July 2007. This book covers a wide range of topics, including various aspects of multimedia in entertainment, commerce, science, medicine, and public safety.

Medical Content-Based Retrieval for Clinical Decision Support

Автор: Hayit Greenspan; Henning M?ller; Tanveer Syeda-Mah
Название: Medical Content-Based Retrieval for Clinical Decision Support
ISBN: 3642366775 ISBN-13(EAN): 9783642366772
Издательство: Springer
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Цена: 6429.00 р.
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Описание: Workshop Overview.- Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012).- Invited Talk.- A Polynomial Model of Surgical Gestures for Real-Time Retrieval of Surgery Videos.- Methods.- Exploiting 3D Part-Based Analysis, Description and Indexing to Support Medical Applications.- Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models.- 3D/4D Data Retrieval.- Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis.- Immediate ROI Search for 3-D Medical Images.- The Synergy of 3D SIFT and Sparse Codes for Classification of Viewpoints from Echocardiogram Videos.- Assessing the Classification of Liver Focal Lesions by Using Multi-phase Computer Tomography Scans.- Invited Talk.- VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions.- Visual Features.- Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images.- Bag-of-Colors for Biomedical Document Image Classification.- Multimodal Retrieval.- An SVD-Bypass Latent Semantic Analysis for Image Retrieval.- Multimedia Retrieval in a Medical Image Collection: Results Using Modality Classes.

Medical Content-Based Retrieval for Clinical Decision Support

Автор: Henning M?ller; Tanveer Syeda-Mahmood; James Dunca
Название: Medical Content-Based Retrieval for Clinical Decision Support
ISBN: 3642117686 ISBN-13(EAN): 9783642117688
Издательство: Springer
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Цена: 9781.00 р.
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Описание: Constitutes the refereed proceedings of the first MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR_CBS 2009, held in London, UK, in September 2009. This book includes the papers that are divided on several topics on medical image retrieval, clinical decision making and multimodal fusion.

Data Mining Methods for the Content Analyst

Автор: Leetaru Kalev
Название: Data Mining Methods for the Content Analyst
ISBN: 0415895146 ISBN-13(EAN): 9780415895149
Издательство: Taylor&Francis
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Цена: 6583.00 р.
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Описание: With continuous advancements and an increase in user popularity, data mining technologies serve as an invaluable resource for researchers across a wide range of disciplines in the humanities and social sciences. In this comprehensive guide, author and research scientist Kalev Leetaru introduces the approaches, strategies, and methodologies of current data mining techniques, offering insights for new and experienced users alike. Designed as an instructive reference to computer-based analysis approaches, each chapter of this resource explains a set of core concepts and analytical data mining strategies, along with detailed examples and steps relating to current data mining practices. Every technique is considered with regard to context, theory of operation and methodological concerns, and focuses on the capabilities and strengths relating to these technologies. In addressing critical methodologies and approaches to automated analytical techniques, this work provides an essential overview to a broad innovative field.

Data-Mining the Web - Uncovering Patterns in Web Content, Structure and Usage

Автор: Markov
Название: Data-Mining the Web - Uncovering Patterns in Web Content, Structure and Usage
ISBN: 0471666556 ISBN-13(EAN): 9780471666554
Издательство: Wiley
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Цена: 15198.00 р.
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Описание: This book introduces the reader to methods of data mining on the web, including uncovering patterns in web content (classification, clustering, language processing), structure (graphs, hubs, metrics), and usage (modeling, sequence analysis, performance). .

Focus On Content-Based Language Teaching

Автор: Patsy M. Lightbown
Название: Focus On Content-Based Language Teaching
ISBN: 0194000826 ISBN-13(EAN): 9780194000826
Издательство: Oxford University Press
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Цена: 7329.00 р.
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Описание: Extracts from classroom data provide real-life examples of teachers and students interacting with each other in different approaches to content-based language teaching A focus on key classroom-based research studies highlights ways of overcoming the challenges of content-based language teaching Activities help you to relate research and theory on content-based language teaching to your teaching context


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