The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future

‘Data science’ represents a set of mathematical and software development related techniques that are applied across a wide range of problems and industries. Practitioners of data science in human health-related domains typically see a world that differs substantially from practitioners in other dom...

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Autores principales:	Timothy E Hewett, Greg Olsen, Mark Atkinson
Formato:	article
Lenguaje:	EN
Publicado:	North American Sports Medicine Institute 2021
Materias:	Sports medicine RC1200-1245
Acceso en línea:	https://doaj.org/article/ee83c57bee6c4bdeab4749ba7713a576
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spelling	oai:doaj.org-article:ee83c57bee6c4bdeab4749ba7713a5762021-12-02T00:38:44ZThe Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future2159-2896https://doaj.org/article/ee83c57bee6c4bdeab4749ba7713a5762021-11-01T00:00:00Zhttps://ijspt.scholasticahq.com/article/29858-the-use-of-big-data-to-improve-human-health-how-experience-from-other-industries-will-shape-the-future.pdfhttps://doaj.org/toc/2159-2896‘Data science’ represents a set of mathematical and software development related techniques that are applied across a wide range of problems and industries. Practitioners of data science in human health-related domains typically see a world that differs substantially from practitioners in other domains such as advertising, finance, e-commerce, manufacturing, or social networking. This commentary discusses what those differences are (Project vs Product Focus, Independent vs Integrated Efforts, Causality vs Prediction Driven, Statistical vs Machine Learning Centricity) why they exist, and the future convergence that we believe is on the horizon. The concepts discussed can provide a starting point in which health and human performance-focused stakeholders can begin to align well-established data science applications from other domains to further enable innovative health and performance solutions.Timothy E HewettGreg OlsenMark AtkinsonNorth American Sports Medicine InstitutearticleSports medicineRC1200-1245ENInternational Journal of Sports Physical Therapy, Vol 16, Iss 6 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Sports medicine RC1200-1245
spellingShingle	Sports medicine RC1200-1245 Timothy E Hewett Greg Olsen Mark Atkinson The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
description	‘Data science’ represents a set of mathematical and software development related techniques that are applied across a wide range of problems and industries. Practitioners of data science in human health-related domains typically see a world that differs substantially from practitioners in other domains such as advertising, finance, e-commerce, manufacturing, or social networking. This commentary discusses what those differences are (Project vs Product Focus, Independent vs Integrated Efforts, Causality vs Prediction Driven, Statistical vs Machine Learning Centricity) why they exist, and the future convergence that we believe is on the horizon. The concepts discussed can provide a starting point in which health and human performance-focused stakeholders can begin to align well-established data science applications from other domains to further enable innovative health and performance solutions.
format	article
author	Timothy E Hewett Greg Olsen Mark Atkinson
author_facet	Timothy E Hewett Greg Olsen Mark Atkinson
author_sort	Timothy E Hewett
title	The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
title_short	The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
title_full	The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
title_fullStr	The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
title_full_unstemmed	The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future
title_sort	use of big data to improve human health: how experience from other industries will shape the future
publisher	North American Sports Medicine Institute
publishDate	2021
url	https://doaj.org/article/ee83c57bee6c4bdeab4749ba7713a576
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The Use of Big Data to Improve Human Health: How Experience From other Industries Will Shape the Future

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