Fundamentals of Clinical Data Science (Record no. 51144)

MARC details
000 -LEADER
fixed length control field 02422naaaa2200373uu 4500
001 - CONTROL NUMBER
control field https://directory.doabooks.org/handle/20.500.12854/28232
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220219233206.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 978-3-319-99713-1
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-99713-1
Terms of availability doi
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title English
042 ## - AUTHENTICATION CODE
Authentication code dc
072 #7 - SUBJECT CATEGORY CODE
Subject category code MBG
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code PSA
Source bicssc
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kubben, Pieter
Relationship edt
245 10 - TITLE STATEMENT
Title Fundamentals of Clinical Data Science
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cham
Name of publisher, distributor, etc. Springer Nature
Date of publication, distribution, etc. 2019
300 ## - PHYSICAL DESCRIPTION
Extent 1 electronic resource (219 p.)
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Source of term star
Standardized terminology for access restriction Unrestricted online access
520 ## - SUMMARY, ETC.
Summary, etc. 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. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Creative Commons
Use and reproduction rights https://creativecommons.org/licenses/by/4.0
Source of term cc
-- https://creativecommons.org/licenses/by/4.0
546 ## - LANGUAGE NOTE
Language note English
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Medical equipment & techniques
Source of heading or term bicssc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Life sciences: general issues
Source of heading or term bicssc
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Medicine
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Health informatics
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Bioinformatics
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Dumontier, Michel
Relationship edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Dekker, Andre
Relationship edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kubben, Pieter
Relationship oth
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Dumontier, Michel
Relationship oth
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Dekker, Andre
Relationship oth
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://library.oapen.org/bitstream/20.500.12657/22918/1/1007243.pdf">https://library.oapen.org/bitstream/20.500.12657/22918/1/1007243.pdf</a>
Access status 0
Public note DOAB: download the publication
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://directory.doabooks.org/handle/20.500.12854/28232">https://directory.doabooks.org/handle/20.500.12854/28232</a>
Access status 0
Public note DOAB: description of the publication

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