Zum Hauptinhalt springen
Dekorationsartikel gehören nicht zum Leistungsumfang.
Fundamentals of Clinical Data Science
Buch von Pieter Kubben (u. a.)
Sprache: Englisch

61,95 €*

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 1-2 Wochen

Kategorien:
Beschreibung
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.
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.
Über den Autor

Pieter Kubben is a neurosurgeon, mobile app developer and programme manager for eHealth and mHealth for the Maastricht University Medical Center. Telemonitoring and corresponding algorithm development is a particular focus area Dr Kubben is involved in, as well as interactive clinical decision support systems.

Michel Dumontier is a distuinguished professor of data science at Maastricht University and head of the Institute for Data Science - connecting data science initiatives and projects from all faculties. He is also deeply involved in the FAIR data approach (Findable, Accessible, Interoperable, Reproducible).

André Dekker is a professor of clinical data science at Maastricht University and has been leading the development of prediction models in radiation therapy for many years. He is also coordinator of the Personal Health Train project, aiming to facilitate "citizen science".

.
Zusammenfassung

Provides a resource for healthcare professionals on smart algorithms

Integrates the data, modelling, clinical application levels of clinical data science

Focuses on relevant non math and code aspects for physicians

Inhaltsverzeichnis

Data sources.- Data at scale.- Standards in healthcare data.- Using FAIR data / data stewardship.- Privacy / deidentification.- Preparing your data.- Creating a predictive model.- Diving deeper into models.- Validation and Evaluation of reported models.- Clinical decision support systems.- Mobile app development.- Operational excellence.- Value Based Healthcare (Regulatory concerns).

Details
Erscheinungsjahr: 2019
Fachbereich: Allgemeine Lexika
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Wissenschaften
Medium: Buch
Inhalt: viii
219 S.
10 s/w Illustr.
35 farbige Illustr.
219 p. 45 illus.
35 illus. in color.
ISBN-13: 9783319997124
ISBN-10: 3319997122
Sprache: Englisch
Herstellernummer: 978-3-319-99712-4
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Kubben, Pieter
Dumontier, Michel
Dekker, Andre
Redaktion: Kubben, Pieter
Dekker, Andre
Dumontier, Michel
Herausgeber: Pieter Kubben/Michel Dumontier/Andre Dekker
Auflage: 1st ed. 2019
Hersteller: Springer International Publishing
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 241 x 160 x 18 mm
Von/Mit: Pieter Kubben (u. a.)
Erscheinungsdatum: 07.01.2019
Gewicht: 0,56 kg
Artikel-ID: 114115503
Über den Autor

Pieter Kubben is a neurosurgeon, mobile app developer and programme manager for eHealth and mHealth for the Maastricht University Medical Center. Telemonitoring and corresponding algorithm development is a particular focus area Dr Kubben is involved in, as well as interactive clinical decision support systems.

Michel Dumontier is a distuinguished professor of data science at Maastricht University and head of the Institute for Data Science - connecting data science initiatives and projects from all faculties. He is also deeply involved in the FAIR data approach (Findable, Accessible, Interoperable, Reproducible).

André Dekker is a professor of clinical data science at Maastricht University and has been leading the development of prediction models in radiation therapy for many years. He is also coordinator of the Personal Health Train project, aiming to facilitate "citizen science".

.
Zusammenfassung

Provides a resource for healthcare professionals on smart algorithms

Integrates the data, modelling, clinical application levels of clinical data science

Focuses on relevant non math and code aspects for physicians

Inhaltsverzeichnis

Data sources.- Data at scale.- Standards in healthcare data.- Using FAIR data / data stewardship.- Privacy / deidentification.- Preparing your data.- Creating a predictive model.- Diving deeper into models.- Validation and Evaluation of reported models.- Clinical decision support systems.- Mobile app development.- Operational excellence.- Value Based Healthcare (Regulatory concerns).

Details
Erscheinungsjahr: 2019
Fachbereich: Allgemeine Lexika
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Wissenschaften
Medium: Buch
Inhalt: viii
219 S.
10 s/w Illustr.
35 farbige Illustr.
219 p. 45 illus.
35 illus. in color.
ISBN-13: 9783319997124
ISBN-10: 3319997122
Sprache: Englisch
Herstellernummer: 978-3-319-99712-4
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Kubben, Pieter
Dumontier, Michel
Dekker, Andre
Redaktion: Kubben, Pieter
Dekker, Andre
Dumontier, Michel
Herausgeber: Pieter Kubben/Michel Dumontier/Andre Dekker
Auflage: 1st ed. 2019
Hersteller: Springer International Publishing
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 241 x 160 x 18 mm
Von/Mit: Pieter Kubben (u. a.)
Erscheinungsdatum: 07.01.2019
Gewicht: 0,56 kg
Artikel-ID: 114115503
Sicherheitshinweis

Ähnliche Produkte

Ähnliche Produkte