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Clinical Text Mining, Dalianis


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Цена: 6986.00р.
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При оформлении заказа до: 2025-07-28
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Автор: Dalianis
Название:  Clinical Text Mining
ISBN: 9783319785028
Издательство: Springer
Классификация:






ISBN-10: 3319785028
Обложка/Формат: Hardcover
Страницы: 181
Вес: 0.46 кг.
Дата издания: 2018
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 24 tables, color; 24 illustrations, color; 9 illustrations, black and white; approx. 185 p. 33 illus., 24 illus. in color.
Размер: 234 x 156 x 13
Читательская аудитория: Professional & vocational
Основная тема: Information Storage and Retrieval
Подзаголовок: Secondary Use of Electronic Patient Records
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records. It is divided into twelve chapters. Chapters 1-4 discuss the history and background of the original paper-based patient records, their purpose, and how they are written and structured. These initial chapters do not require any technical or medical background knowledge. The remaining eight chapters are more technical in nature and describe various medical classifications and terminologies such as ICD diagnosis codes, SNOMED CT, MeSH, UMLS, and ATC. Chapters 5-10 cover basic tools for natural language processing and information retrieval, and how to apply them to clinical text. The difference between rule-based and machine learning-based methods, as well as between supervised and unsupervised machine learning methods, are also explained. Next, ethical concerns regarding the use of sensitive patient records for research purposes are discussed, including methods for de-identifying electronic patient records and safely storing patient records. The book’s closing chapters present a number of applications in clinical text mining and summarise the lessons learned from the previous chapters.The book provides a comprehensive overview of technical issues arising in clinical text mining, and offers a valuable guide for advanced students in health informatics, computational linguistics, and information retrieval, and for researchers entering these fields.
Дополнительное описание: Introduction.- The history of the patient record and the paper record.- User needs: clinicians, clinical researchers and hospital management.- Characteristics of patient records and clinical corpora.- Medical classifications and terminologies.- Evaluation



Cardiac Biomarkers. Case Studies and Clinical Correlations

Автор: Maisel Alan S., Jaffe Allan S.
Название: Cardiac Biomarkers. Case Studies and Clinical Correlations
ISBN: 3319429809 ISBN-13(EAN): 9783319429809
Издательство: Springer
Рейтинг:
Цена: 9782.00 р. 13974.00 -30%
Наличие на складе: Есть (1 шт.)
Описание: This book covers ACS and Heart Failure, the chapters represent the most current, up to date and knowledgeable content on the topic available. It is written by the worlds most respected leaders in biomarkers, with a majority emphasis on what clinicians need to know.

The Editors and their contributors have provided algorithms, annotated case discussions and caveats. They cover biomarkers to predict risk of heart disease, biomarkers of cardiorenal disease , and conclude with a section on new and emerging biomarkers. It be genuinely helpful and practical to those in the field, including not just people working in the field, but nurses, doctors, etc who practice medicine in the clinic, the emergency department and the hospital.?
Oxford American Handbook of Clinical Examination and Practical Skills

Автор: Burns, Elizabeth Korn, Kenneth Whyte, James, IV
Название: Oxford American Handbook of Clinical Examination and Practical Skills
ISBN: 0195389727 ISBN-13(EAN): 9780195389722
Издательство: Oxford Academ
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Цена: 10613.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Over 200 color figures and concise, readable text guide students through the steps to perform a thorough and effective clinical examination and perform basic practical skills.

Emerging Technologies of Text Mining

Название: Emerging Technologies of Text Mining
ISBN: 1599043734 ISBN-13(EAN): 9781599043739
Издательство: Turpin
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Цена: 33264.00 р.
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Описание: Provides technical information related to the computational models of the TM process.

Text Mining in Practice with R

Автор: Kwartler
Название: Text Mining in Practice with R
ISBN: 1119282012 ISBN-13(EAN): 9781119282013
Издательство: Wiley
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Цена: 8704.00 р.
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Описание: A reliable, cost-effective approach to extracting priceless business information from all sources of text Excavating actionable business insights from data is a complex undertaking, and that complexity is magnified by an order of magnitude when the focus is on documents and other text information.

Text Mining with R: A Tidy Approach

Автор: Silge Julia Phd, Robinson David Phd
Название: Text Mining with R: A Tidy Approach
ISBN: 1491981652 ISBN-13(EAN): 9781491981658
Издательство: Wiley
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Цена: 5067.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Tackle a variety of tasks in natural language processing by learning how to use the R language and tidy data principles. This practical guide provides examples and resources to help you get up to speed with dplyr, broom, ggplot2, and other tidy tools from the R ecosystem.

Survey of text mining

Название: Survey of text mining
ISBN: 1441930574 ISBN-13(EAN): 9781441930576
Издательство: Springer
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Цена: 18167.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.

Автор: Witten, Ian H.
Название: Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.
ISBN: 0128042915 ISBN-13(EAN): 9780128042915
Издательство: Elsevier Science
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Цена: 9262.00 р.
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Описание:

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.

Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.

Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.

It contains

  • Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
  • Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
  • Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.

  • Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
  • Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
  • Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
  • Includes open-access online courses that introduce practical applications of the material in the book
Oxford Handbook of Clinical and Laboratory Investigation 3e and Oxford Handbook of Medical Sciences 2e (Pack)

Название: Oxford Handbook of Clinical and Laboratory Investigation 3e and Oxford Handbook of Medical Sciences 2e (Pack)
ISBN: 0198785046 ISBN-13(EAN): 9780198785040
Издательство: Oxford Academ
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Цена: 7602.00 р.
Наличие на складе: Поставка под заказ.

Описание: This practical guide to medical sciences includes the Oxford Handbook of Clinical and Laboratory Investigation and the Oxford Handbook of Medical Sciences. An essential resource for medical students and trainees, this pack offers a clear account of the scientific principles and investigations underpinning clinical medicine.

Oxford Handbook of Clinical Examination and Practical Skills

Автор: Thomas James, Monaghan Tanya
Название: Oxford Handbook of Clinical Examination and Practical Skills
ISBN: 0199593973 ISBN-13(EAN): 9780199593972
Издательство: Oxford Academ
Рейтинг:
Цена: 5384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This handbook provides clear guidance on all aspects of history taking, physical examination, communication, practical procedures, and interpretation of medical data. In line with current teaching methods, the book takes a systems-based approach to medicine and is an ideal revision guide and primer for junior doctors going out on the wards.

Endocrine Biomarkers: Clinicians and Clinical Chemists in Partnership

Автор: Sadrzadeh and Kline
Название: Endocrine Biomarkers: Clinicians and Clinical Chemists in Partnership
ISBN: 0128034122 ISBN-13(EAN): 9780128034125
Издательство: Elsevier Science
Рейтинг:
Цена: 13298.00 р.
Наличие на складе: Поставка под заказ.

Описание:

Endocrine Biomarkers: Clinical Aspects and Laboratory Determination covers all the pre-analytical variables that can affect test results, both in the clinic and laboratory. Biomarkers of endocrine and bone diseases are discussed from both clinical and laboratory perspectives, and the authors elaborate on the teamwork-based app+roach between the clinician and the laboratory professional in the diagnosis and management of endocrine and bone disorders.

Discussions include test utilization, laboratory measurement methods, harmonization and standardization, interpretation of results, and reference intervals. Each chapter ends with a discussion of one or two relevant cases with shared opinions from both a clinician and a clinical chemist. Each chapter also includes a summary box outlining key points and common pitfalls in the use of specific disease biomarkers and tests.

Mining Text Data

Автор: Charu C. Aggarwal; ChengXiang Zhai
Название: Mining Text Data
ISBN: 148998920X ISBN-13(EAN): 9781489989208
Издательство: Springer
Рейтинг:
Цена: 18167.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Mining Text Data introduces an important niche in the text analytics field, and is an edited volume contributed by leading international researchers and practitioners focused on social networks & data mining.

Data Mining: The Textbook

Автор: С.Aggarwal
Название: Data Mining: The Textbook
ISBN: 3319141414 ISBN-13(EAN): 9783319141411
Издательство: Springer
Рейтинг:
Цена: 9781.00 р.
Наличие на складе: Поставка под заказ.

Описание: This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues.


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