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Methods in Medical Informatics, Berman, Jules J.


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Автор: Berman, Jules J.
Название:  Methods in Medical Informatics
ISBN: 9781138374416
Издательство: Taylor&Francis
Классификация:
ISBN-10: 1138374415
Обложка/Формат: Paperback
Страницы: 416
Вес: 0.77 кг.
Дата издания: 30.08.2019
Серия: Chapman & hall/crc computational biology series
Язык: English
Размер: 254 x 178
Читательская аудитория: Tertiary education (us: college)
Основная тема: Bioinformatics
Подзаголовок: Fundamentals of Healthcare Programming in Perl, Python, and Ruby
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Too often, healthcare workers are led to believe that medical informatics is a complex field that can only be mastered by teams of professional programmers. This is simply not the case. With just a few dozen simple algorithms, easily implemented with open source programming languages, you can fully utilize the medical information contained in clinical and research datasets. The common computational tasks of medical informatics are accessible to anyone willing to learn the basics.

Methods in Medical Informatics: Fundamentals of Healthcare Programming in Perl, Python, and Ruby demonstrates that biomedical professionals with fundamental programming knowledge can master any kind of data collection. Providing you with access to data, nomenclatures, and programming scripts and languages that are all free and publicly available, this book --

  • Describes the structure of data sources used, with instructions for downloading
  • Includes a clearly written explanation of each algorithm
  • Offers equivalent scripts in Perl, Python, and Ruby, for each algorithm
  • Shows how to write short, quickly learned scripts, using a minimal selection of commands
  • Teaches basic informatics methods for retrieving, organizing, merging, and analyzing data sources
  • Provides case studies that detail the kinds of questions that biomedical scientists can ask and answer with public data and an open source programming language

Requiring no more than a working knowledge of Perl, Python, or Ruby, Methods in Medical Informatics will have you writing powerful programs in just a few minutes. Within its chapters, you will find descriptions of the basic methods and implementations needed to complete many of the projects you will encounter in your biomedical career.



Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 60190.00 T
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Medical Informatics

Автор: Hsinchun Chen; Sherrilynne S. Fuller; Carol Friedm
Название: Medical Informatics
ISBN: 1441937358 ISBN-13(EAN): 9781441937353
Издательство: Springer
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Цена: 204040.00 T
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Описание: Authors are widely recognized professors and researchers in Schools of Medicine and Information Systems from the University of Arizona, University of Washington, Columbia University, and Oregon Health & Science University.

Medical Informatics Europe 1991

Автор: Klaus-Peter Adlassnig; Georg Grabner; Stellan Beng
Название: Medical Informatics Europe 1991
ISBN: 3540543929 ISBN-13(EAN): 9783540543923
Издательство: Springer
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Цена: 81050.00 T
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Описание: This volume of conference proceedings covers a range of topics in medical informatics, including communication systems, knowledge based systems, signal and image processing, biomathematics, classification and coding, computer-assisted education, medical curricula and robotics in medicine.

Medical Informatics, e-Health

Автор: Venot
Название: Medical Informatics, e-Health
ISBN: 2817804775 ISBN-13(EAN): 9782817804774
Издательство: Springer
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Цена: 139750.00 T
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Описание: Medical Informatics, e-Health fundamentals and applications

The History of Medical Informatics in the United States

Автор: Morris F. Collen; Marion J. Ball
Название: The History of Medical Informatics in the United States
ISBN: 1447167317 ISBN-13(EAN): 9781447167310
Издательство: Springer
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Цена: 74530.00 T
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Описание: This is a meticulously detailed chronological record of significant events in the history of medical informatics and their impact on direct patient care and clinical research, offering a representative sampling of published contributions to the field.

Medical Informatics Europe 81

Автор: F. Gremy; P. Degoulet; B. Barber; R. Salamon
Название: Medical Informatics Europe 81
ISBN: 3540105689 ISBN-13(EAN): 9783540105688
Издательство: Springer
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Цена: 81050.00 T
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Medical Informatics Europe 82

Автор: R.R. O`Moore; B. Barber; P.L. Reichertz; F. Roger
Название: Medical Informatics Europe 82
ISBN: 3540112081 ISBN-13(EAN): 9783540112082
Издательство: Springer
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Цена: 81050.00 T
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Описание: The European Federation for Medical Informatics is a regional coordinat- ing body. The Congress in Dublin. MIE 82. from 21st to 25th March 1982. is the fourth in the series following MIE 78 in Cambridge. MIE 79 in Berlin. There was a break in 1980 for the World Congress - MEDINFO 8- in Tokyo. This was followed by MIE 81 in Toulouse. The rationale behind these congresses is the scientific need to share results and ideas. and the educational need to train a wide variety of professional staff in the potential of Medical Informatics in health care delivery. All the caring professions are involved. doctors. scientists. nurses. pharma- cists. paramedical staff. administrators. health care planners. commu- nity physicj-US'I, Dedical educationalists. epidemiologists. statisti- cians. o. pe- atio'ns 'analysts. together with specialists from the comput- ing profession dealin with systems analysis. hardware. software. lan- guages. data ba, s s and marketing of systems. The pre-publi tion of'conference proceedings from a multi-stream con- ference is partic l t y valuable in a rapidly expanding multidisciplin- ary field su h as'M dical Informatics. It enables participants to fol- low work presented at sessions that they are unable to attend. More im- portantly. is also provides a permanent record with relevant bibliogra- phy for other workers to assess which groups are active and in which areas. All the papers have been refereed and the referees' suggestions incorporated in the final texts. Rapid publication. using camera-ready copy. reduces the time available for editing and indexing.

Probabilistic Modeling in Bioinformatics and Medical Informatics

Автор: Dirk Husmeier; Richard Dybowski; Stephen Roberts
Название: Probabilistic Modeling in Bioinformatics and Medical Informatics
ISBN: 1849969124 ISBN-13(EAN): 9781849969123
Издательство: Springer
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Цена: 172350.00 T
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Описание: Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. All three fields - the methodology of probabilistic modeling, bioinformatics, and medical informatics - are evolving very quickly.

Medical Informatics

Автор: F. Wingert
Название: Medical Informatics
ISBN: 3642874630 ISBN-13(EAN): 9783642874635
Издательство: Springer
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Цена: 139750.00 T
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Описание: The corresponding term medical inforaatics, now used in the name of international societies such as the "International Medical Informatics Association", covers "medical computer science", "medical information science", as well as "biomedical engineering" and has no de- finite boundary to "biomathematics".

Essential Statistical Methods for Medical Statistics,

Автор: J. Philip Miller
Название: Essential Statistical Methods for Medical Statistics,
ISBN: 0444537376 ISBN-13(EAN): 9780444537379
Издательство: Elsevier Science
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Цена: 56940.00 T
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Описание: Addresses statistical challenges in epidemiological, biomedical, and pharmaceutical research. This book presents methods for assessing Biomarkers, analysis of competing risks. It offers clinical trials including sequential and group sequential, crossover designs, cluster randomized, and adaptive designs.


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