Center of excellence for mobile sensor data-to-knowledge (MD2K)

Santosh Kumar*, Gregory D. Abowd, William T. Abraham, Mustafa Al'Absi, J. Gayle Beck, Duen Horng Chau, Tyson Condie, David E. Conroy, Emre Ertin, Deborah Estrin, Deepak Ganesan, Cho Lam, Benjamin Marlin, Clay B. Marsh, Susan A. Murphy, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg, Moushumi Sharmin, Vivek Shetty & 4 others Ida Sim, Bonnie Spring, Mani Srivastava, David W. Wetter

*Corresponding author for this work

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Mobile sensor data-to-knowledge (MD2K) was chosen as one of 11 Big Data Centers of Excellence by the National Institutes of Health, as part of its Big Data-to-Knowledge initiative. MD2K is developing innovative tools to streamline the collection, integration, management, visualization, analysis, and interpretation of health data generated by mobile and wearable sensors. The goal of the big data solutions being developed by MD2K is to reliably quantify physical, biological, behavioral, social, and environmental factors that contribute to health and disease risk. The research conducted by MD2K is targeted at improving health through early detection of adverse health events and by facilitating prevention. MD2K will make its tools, software, and training materials widely available and will also organize workshops and seminars to encourage their use by researchers and clinicians.

Original languageEnglish (US)
Pages (from-to)1137-1142
Number of pages6
JournalJournal of the American Medical Informatics Association
Volume22
Issue number6
DOIs
StatePublished - Jan 1 2015

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Keywords

  • Big data
  • Data science research
  • Knowledge discovery
  • Mobile health (mHealth)
  • Wearable sensors

ASJC Scopus subject areas

  • Health Informatics

Cite this

Kumar, S., Abowd, G. D., Abraham, W. T., Al'Absi, M., Gayle Beck, J., Chau, D. H., ... Wetter, D. W. (2015). Center of excellence for mobile sensor data-to-knowledge (MD2K). Journal of the American Medical Informatics Association, 22(6), 1137-1142. https://doi.org/10.1093/jamia/ocv056
Kumar, Santosh ; Abowd, Gregory D. ; Abraham, William T. ; Al'Absi, Mustafa ; Gayle Beck, J. ; Chau, Duen Horng ; Condie, Tyson ; Conroy, David E. ; Ertin, Emre ; Estrin, Deborah ; Ganesan, Deepak ; Lam, Cho ; Marlin, Benjamin ; Marsh, Clay B. ; Murphy, Susan A. ; Nahum-Shani, Inbal ; Patrick, Kevin ; Rehg, James M. ; Sharmin, Moushumi ; Shetty, Vivek ; Sim, Ida ; Spring, Bonnie ; Srivastava, Mani ; Wetter, David W. / Center of excellence for mobile sensor data-to-knowledge (MD2K). In: Journal of the American Medical Informatics Association. 2015 ; Vol. 22, No. 6. pp. 1137-1142.
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Kumar, S, Abowd, GD, Abraham, WT, Al'Absi, M, Gayle Beck, J, Chau, DH, Condie, T, Conroy, DE, Ertin, E, Estrin, D, Ganesan, D, Lam, C, Marlin, B, Marsh, CB, Murphy, SA, Nahum-Shani, I, Patrick, K, Rehg, JM, Sharmin, M, Shetty, V, Sim, I, Spring, B, Srivastava, M & Wetter, DW 2015, 'Center of excellence for mobile sensor data-to-knowledge (MD2K)', Journal of the American Medical Informatics Association, vol. 22, no. 6, pp. 1137-1142. https://doi.org/10.1093/jamia/ocv056

Center of excellence for mobile sensor data-to-knowledge (MD2K). / Kumar, Santosh; Abowd, Gregory D.; Abraham, William T.; Al'Absi, Mustafa; Gayle Beck, J.; Chau, Duen Horng; Condie, Tyson; Conroy, David E.; Ertin, Emre; Estrin, Deborah; Ganesan, Deepak; Lam, Cho; Marlin, Benjamin; Marsh, Clay B.; Murphy, Susan A.; Nahum-Shani, Inbal; Patrick, Kevin; Rehg, James M.; Sharmin, Moushumi; Shetty, Vivek; Sim, Ida; Spring, Bonnie; Srivastava, Mani; Wetter, David W.

In: Journal of the American Medical Informatics Association, Vol. 22, No. 6, 01.01.2015, p. 1137-1142.

Research output: Contribution to journalArticle

TY - JOUR

T1 - Center of excellence for mobile sensor data-to-knowledge (MD2K)

AU - Kumar, Santosh

AU - Abowd, Gregory D.

AU - Abraham, William T.

AU - Al'Absi, Mustafa

AU - Gayle Beck, J.

AU - Chau, Duen Horng

AU - Condie, Tyson

AU - Conroy, David E.

AU - Ertin, Emre

AU - Estrin, Deborah

AU - Ganesan, Deepak

AU - Lam, Cho

AU - Marlin, Benjamin

AU - Marsh, Clay B.

AU - Murphy, Susan A.

AU - Nahum-Shani, Inbal

AU - Patrick, Kevin

AU - Rehg, James M.

AU - Sharmin, Moushumi

AU - Shetty, Vivek

AU - Sim, Ida

AU - Spring, Bonnie

AU - Srivastava, Mani

AU - Wetter, David W.

PY - 2015/1/1

Y1 - 2015/1/1

N2 - Mobile sensor data-to-knowledge (MD2K) was chosen as one of 11 Big Data Centers of Excellence by the National Institutes of Health, as part of its Big Data-to-Knowledge initiative. MD2K is developing innovative tools to streamline the collection, integration, management, visualization, analysis, and interpretation of health data generated by mobile and wearable sensors. The goal of the big data solutions being developed by MD2K is to reliably quantify physical, biological, behavioral, social, and environmental factors that contribute to health and disease risk. The research conducted by MD2K is targeted at improving health through early detection of adverse health events and by facilitating prevention. MD2K will make its tools, software, and training materials widely available and will also organize workshops and seminars to encourage their use by researchers and clinicians.

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KW - Big data

KW - Data science research

KW - Knowledge discovery

KW - Mobile health (mHealth)

KW - Wearable sensors

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DO - 10.1093/jamia/ocv056

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VL - 22

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Kumar S, Abowd GD, Abraham WT, Al'Absi M, Gayle Beck J, Chau DH et al. Center of excellence for mobile sensor data-to-knowledge (MD2K). Journal of the American Medical Informatics Association. 2015 Jan 1;22(6):1137-1142. https://doi.org/10.1093/jamia/ocv056