Machine Learning in Medicine - Cookbook, Cleophas

Автор: Brian R.Walker, Nicki R.Colledge
Название: Davidson`s Principles and Practice of Medicine. 22 ed. International Edition.
ISBN: 0702050474 ISBN-13(EAN): 9780702050473
Издательство: Elsevier Science
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Цена: 14010.00 T
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Описание: More than two million medical students, doctors and other health professionals from around the globe have owned a copy of Davidson's Principles and Practice of Medicine since it was first published. Today's readers rely on this beautifully illustrated text to provide up-to-date detail of contemporary medical practice, presented in a style that is concise and yet easy to read. Davidson's provides the factual knowledge required to practise medicine, explaining it in the context of underlying principles, basic science and research evidence, and shows how to apply this knowledge to the management of patients who present with problems rather than specific diseases. The book has won numerous prizes including being highly commended in the British Medical Association book awards. Davidson's global perspective is enhanced by the input of an international team of authors and a distinguished International Advisory Board from 17 countries. Building on the foundations laid down by its original editor, Davidson's remains one of the world's leading and most respected textbooks of medicine.

Автор: S. V. Mahadevan, Gus M. Garmel
Название: An Introduction to Clinical Emergency Medicine
ISBN: 0521747767 ISBN-13(EAN): 9780521747769
Издательство: Cambridge Academ
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Цена: 49110.00 T
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Описание: Building on the strengths of the award-winning first edition, this fully revised edition is a must-have resource for individuals practising in the challenging field of emergency medicine. Unlike other textbooks, this book approaches clinical problems as clinicians approach patients - without full knowledge of the final diagnosis. Stunning full-color chapters.

Автор: Christopher M. Bishop
Название: Pattern Recognition and Machine Learning
ISBN: 0387310738 ISBN-13(EAN): 9780387310732
Издательство: Springer
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Цена: 79190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

Автор: Kevin Murphy
Название: Machine Learning
ISBN: 0262018020 ISBN-13(EAN): 9780262018029
Издательство: MIT Press
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Цена: 124150.00 T
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Описание:

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package -- PMTK (probabilistic modeling toolkit) -- that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Автор: Murray Longmore, Ian Wilkinson et al.
Название: Oxford Handbook of Clinical Medicine (9th ed.) f
ISBN: 0199609624 ISBN-13(EAN): 9780199609628
Издательство: Oxford Academ
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Цена: 36420.00 T
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Описание: The Oxford Handbook of Clinical Medicine, a peerless classic in the field, returns for a ninth edition. Thoroughly updated in line with current guidelines, this pocket-friendly book is the ultimate guide to the practice and philosophy of medicine.

Автор: Kasper, Dennis L. Fauci, Anthony S. Hauser, Stephen L. Longo, Dan L. Jameson, J. Larry Loscalzo, Joseph
Название: Harrison`s Principles of Internal Medicine 19/E 2 Vols set.
ISBN: 0071802150 ISBN-13(EAN): 9780071802154
Издательство: McGraw-Hill
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Цена: 150150.00 T
Наличие на складе: Поставка под заказ.
Описание: The landmark text that has defined internal medicine for generations of clinicians and students - completely updated with a more streamlined, functional presentation.

Автор: Lloyd M., Bor R.
Название: Communication skills for medicine 3rd Edition
ISBN: 0702030589 ISBN-13(EAN): 9780702030581
Издательство: Elsevier Science
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Цена: 45190.00 T
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Описание: Presents a practical account of communication for medical students, backed up with numerous case histories. This book also contains clinical interview. It covers other aspects of communication including how to promote healthy behaviour and the need for the doctor to work as part of the health care team.

Автор: Steptoe, Andrew
Название: Handbook of Behavioral Medicine
ISBN: 1441964835 ISBN-13(EAN): 9781441964830
Издательство: Springer
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Цена: 167700.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook provides an up-to-date survey of methods and applications across the broad range of behavioral medicine research and practice. It is based on cutting-edge methodologies and applications that are relevant across different medical conditions.

Автор: Feldman
Название: Behavioral medicine A Guide For Clinical Practice
ISBN: 1259255255 ISBN-13(EAN): 9781259255250
Издательство: McGraw-Hill
Цена: 23450.00 T
Наличие на складе: Поставка под заказ.

Автор: Shale
Название: Moral Leadership in Medicine
ISBN: 1107006155 ISBN-13(EAN): 9781107006157
Издательство: Cambridge Academ
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Цена: 61240.00 T
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Описание: What are the moral challenges that confront doctors as they manage healthcare institutions? How do we build trust in medical organisations? How do we conceptualize moral action? Based on accounts given by senior doctors from organisations throughout the UK, this book discusses the issues medical leaders find most troubling and identifies the moral tensions they face. Moral Leadership in Medicine examines in detail how doctors protect patients' interests, implement morally controversial change, manage colleagues in difficulty and rebuild trust after serious medical harm. The book discusses how leaders develop moral narratives to make sense of these situations, how they behave while balancing conflicting moral goals and how they influence those around them to do the right thing in difficult circumstances. Based on empirical ethical analysis, this volume is essential reading for clinicians in leadership roles and students and academics in the fields of healthcare management, medical law and healthcare ethics.

Автор: Longmore
Название: Oxford Handbook of Clinical Medicine
ISBN: 0199232172 ISBN-13(EAN): 9780199232178
Издательство: Oxford Academ
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Цена: 27450.00 T
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Описание: A lifeline for a generation of doctors, the new Oxford Handbook of Clinical Medicine, 8th Edition offers the same erudite and practical clinical information as it has always done. The world`s best-loved medical handbook now features more extensive artwork, a new history and examination chapter, simplified references and substantial new content.

Автор: Dennis L. Kasper, Anthony S. Fauci, Stephen L. Hauser, Dan L. Longo, J. Larry Jameson, Joseph Loscalzo
Название: Harrisons Manual of Medicine, 19th Edition
ISBN: 0071828524 ISBN-13(EAN): 9780071828529
Издательство: McGraw-Hill
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Цена: 81450.00 T
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Описание: Suitable for use at the point of care, this manual covers every area of clinical medicine, including: etiology and epidemiology; clinically relevant pathophysiology; signs and symptoms; differential diagnosis; physical and laboratory findings; therapeutics; and, practice guidelines.