The Testaments out now
Machine Learning in Medicine: Part Two (Hardback)
  • Machine Learning in Medicine: Part Two (Hardback)
zoom

Machine Learning in Medicine: Part Two (Hardback)

(author), (author)
£89.99
Hardback 231 Pages / Published: 12/06/2013
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket
Machine learning is concerned with the analysis of large data and multiple variables. However, it is also often more sensitive than traditional statistical methods to analyze small data. The first volume reviewed subjects like optimal scaling, neural networks, factor analysis, partial least squares, discriminant analysis, canonical analysis, and fuzzy modeling. This second volume includes various clustering models, support vector machines, Bayesian networks, discrete wavelet analysis, genetic programming, association rule learning, anomaly detection, correspondence analysis, and other subjects. Both the theoretical bases and the step by step analyses are described for the benefit of non-mathematical readers. Each chapter can be studied without the need to consult other chapters. Traditional statistical tests are, sometimes, priors to machine learning methods, and they are also, sometimes, used as contrast tests. To those wishing to obtain more knowledge of them, we recommend to additionally study (1) Statistics Applied to Clinical Studies 5th Edition 2012, (2) SPSS for Starters Part One and Two 2012, and (3) Statistical Analysis of Clinical Data on a Pocket Calculator Part One and Two 2012, written by the same authors, and edited by Springer, New York.

Publisher: Springer
ISBN: 9789400768857
Number of pages: 231
Weight: 541 g
Dimensions: 235 x 155 x 15 mm
Edition: 2013 ed.


MEDIA REVIEWS

From the reviews:

"This is the second volume of a novel publication on machine learning in medicine that details statistical analysis of complex data with many variables. ... The intended audience includes physicians, clinical researchers, physicians in training, statisticians, and medical students as well as master's and doctoral students in biostatistics and epidemiology. ... The simple language and well-organized chapters are unsurpassed attributes of this book. It is an exceptional resource for a quick review of machine learning in medicine." (Goral Panchal, Doody's Book Reviews, October, 2013)

You may also be interested in...

A Concise Guide to Clinical Trials
Added to basket
The Immortal Life of Henrietta Lacks
Added to basket
Guidelines for Reporting Health Research
Added to basket
Understanding Clinical Papers
Added to basket
Stem Cells: A Very Short Introduction
Added to basket
Ebola
Added to basket
£5.99
Paperback
Testing Treatments
Added to basket
£9.99
Paperback
Oxford Handbook of Clinical Examination and Practical Skills
Added to basket
Dmt : the Spririt Molecule
Added to basket
£14.99
Paperback
Research Methods in Clinical Psychology
Added to basket
Economic Evaluation in Clinical Trials
Added to basket
The Cancer Chronicles
Added to basket

Please sign in to write a review

Your review has been submitted successfully.