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The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility
Regular physical activity helps prevent heart disease, stroke, diabetes, and other chronic diseases, yet a broad range of conditions impair mobility at great personal and societal cost. Vast amounts of data characterizing human movement are available from research labs, clinics, and millions of smar...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4639715/ https://www.ncbi.nlm.nih.gov/pubmed/26272077 http://dx.doi.org/10.1093/jamia/ocv071 |
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author | Ku, Joy P Hicks, Jennifer L Hastie, Trevor Leskovec, Jure Ré, Christopher Delp, Scott L |
author_facet | Ku, Joy P Hicks, Jennifer L Hastie, Trevor Leskovec, Jure Ré, Christopher Delp, Scott L |
author_sort | Ku, Joy P |
collection | PubMed |
description | Regular physical activity helps prevent heart disease, stroke, diabetes, and other chronic diseases, yet a broad range of conditions impair mobility at great personal and societal cost. Vast amounts of data characterizing human movement are available from research labs, clinics, and millions of smartphones and wearable sensors, but integration and analysis of this large quantity of mobility data are extremely challenging. The authors have established the Mobilize Center (http://mobilize.stanford.edu) to harness these data to improve human mobility and help lay the foundation for using data science methods in biomedicine. The Center is organized around 4 data science research cores: biomechanical modeling, statistical learning, behavioral and social modeling, and integrative modeling. Important biomedical applications, such as osteoarthritis and weight management, will focus the development of new data science methods. By developing these new approaches, sharing data and validated software tools, and training thousands of researchers, the Mobilize Center will transform human movement research. |
format | Online Article Text |
id | pubmed-4639715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-46397152016-11-01 The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility Ku, Joy P Hicks, Jennifer L Hastie, Trevor Leskovec, Jure Ré, Christopher Delp, Scott L J Am Med Inform Assoc Brief Communications on Big Data Regular physical activity helps prevent heart disease, stroke, diabetes, and other chronic diseases, yet a broad range of conditions impair mobility at great personal and societal cost. Vast amounts of data characterizing human movement are available from research labs, clinics, and millions of smartphones and wearable sensors, but integration and analysis of this large quantity of mobility data are extremely challenging. The authors have established the Mobilize Center (http://mobilize.stanford.edu) to harness these data to improve human mobility and help lay the foundation for using data science methods in biomedicine. The Center is organized around 4 data science research cores: biomechanical modeling, statistical learning, behavioral and social modeling, and integrative modeling. Important biomedical applications, such as osteoarthritis and weight management, will focus the development of new data science methods. By developing these new approaches, sharing data and validated software tools, and training thousands of researchers, the Mobilize Center will transform human movement research. Oxford University Press 2015-11 2015-08-13 /pmc/articles/PMC4639715/ /pubmed/26272077 http://dx.doi.org/10.1093/jamia/ocv071 Text en © The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Brief Communications on Big Data Ku, Joy P Hicks, Jennifer L Hastie, Trevor Leskovec, Jure Ré, Christopher Delp, Scott L The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title | The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title_full | The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title_fullStr | The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title_full_unstemmed | The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title_short | The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility |
title_sort | mobilize center: an nih big data to knowledge center to advance human movement research and improve mobility |
topic | Brief Communications on Big Data |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4639715/ https://www.ncbi.nlm.nih.gov/pubmed/26272077 http://dx.doi.org/10.1093/jamia/ocv071 |
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