How Long to Read Machine Learning in Medicine - Cookbook

How Long Does it Take to Read Machine Learning in Medicine - Cookbook?

It takes the average reader 2 hours and 20 minutes to read Machine Learning in Medicine - Cookbook by Ton J. Cleophas

Assuming a reading speed of 250 words per minute. Learn more

Description

The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys and questionnaires, currently common methods of data collection, are, essentially, missing. Obviously, it is time that medical and health professionals mastered their reluctance to use machine learning and the current 100 page cookbook should be helpful to that aim. It covers in a condensed form the subjects reviewed in the 750 page three volume textbook by the same authors, entitled “Machine Learning in Medicine I-III” (ed. by Springer, Heidelberg, Germany, 2013) and was written as a hand-hold presentation and must-read publication. It was written not only to investigators and students in the fields, but also to jaded clinicians new to the methods and lacking time to read the entire textbooks. General purposes and scientific questions of the methods are only briefly mentioned, but full attention is given to the technical details. The two authors, a statistician and current president of the International Association of Biostatistics and a clinician and past-president of the American College of Angiology, provide plenty of step-by-step analyses from their own research and data files for self-assessment are available at extras.springer.com. From their experience the authors demonstrate that machine learning performs sometimes better than traditional statistics does. Machine learning may have little options for adjusting confounding and interaction, but you can add propensity scores and interaction variables to almost any machine learning method.

How long is Machine Learning in Medicine - Cookbook?

Machine Learning in Medicine - Cookbook by Ton J. Cleophas is 137 pages long, and a total of 35,209 words.

This makes it 46% the length of the average book. It also has 43% more words than the average book.

How Long Does it Take to Read Machine Learning in Medicine - Cookbook Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 12 minutes to read Machine Learning in Medicine - Cookbook aloud.

What Reading Level is Machine Learning in Medicine - Cookbook?

Machine Learning in Medicine - Cookbook is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Machine Learning in Medicine - Cookbook?

Machine Learning in Medicine - Cookbook by Ton J. Cleophas is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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