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Review Fundamentals of Clinical Data Science by Pieter Kubben Michel Dumontier Andre Dekker

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[ BOOK FUNDAMENTALS OF CLINICAL DATA SCIENCE by PIETER KUBBEN,MICHEL DUMONTIER,ANDRE DEKKER OVERVIEW ]

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This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications.  Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and  related privacy concerns. Aspects of  predictive modelling  using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare.

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Book ID Asin: 3319997122
Book Title: Fundamentals of Clinical Data Science
Book Author: Pieter Kubben,Michel Dumontier,Andre Dekker
Book Format and Price:
Book Format Name: Kindle
Book Format Price: $0.00
Book Format Name: Hardcover
Book Format Price: $59.99
Book Price: $59.99
Book Category: Books, New, Used & Rental Textbooks, Medicine & Health Sciences and unknown
Book Rating: 84 ratings

Fundamentals of Clinical Data Science by Pieter Kubben,Michel Dumontier,Andre Dekker Book Review

Name: JT
Rating: 1.0 out of 5 stars
Title: Not enough substance in clinical data science
Date: Reviewed in the United States on October 25, 2020
Review: This book is a collection of chapters on various topics but too little substance to truly learn about data science. For instance, the section on supervised learning (the bread and butter of machine learning) merely covers support vector machines and random forest. On the other hand, there is a chapter on mobile apps that is not particularly helpful. In short, the authors attempted to cover a wide range of topics but in this strategy falls very short of having sufficient substance in data science.