Literature DB >> 26555017

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

Santosh Kumar1, Gregory D Abowd2, William T Abraham3, Mustafa al'Absi4, J Gayle Beck5, Duen Horng Chau6, Tyson Condie7, David E Conroy8, Emre Ertin9, Deborah Estrin10, Deepak Ganesan11, Cho Lam12, Benjamin Marlin11, Clay B Marsh13, Susan A Murphy14, Inbal Nahum-Shani15, Kevin Patrick16, James M Rehg2, Moushumi Sharmin1, Vivek Shetty17, Ida Sim18, Bonnie Spring8, Mani Srivastava19, David W Wetter12.   

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.
© The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Keywords:  big data; data science research; knowledge discovery; mobile health (mHealth); wearable sensors

Mesh:

Year:  2015        PMID: 26555017      PMCID: PMC5009911          DOI: 10.1093/jamia/ocv056

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  15 in total

1.  Intrathoracic impedance monitoring, audible patient alerts, and outcome in patients with heart failure.

Authors:  Dirk J van Veldhuisen; Frieder Braunschweig; Viviane Conraads; Ian Ford; Martin R Cowie; Guillaume Jondeau; Josef Kautzner; Roberto Muñoz Aguilera; Maurizio Lunati; Cheuk Man Yu; Bart Gerritse; Martin Borggrefe
Journal:  Circulation       Date:  2011-09-19       Impact factor: 29.690

2.  Intrathoracic impedance vs daily weight monitoring for predicting worsening heart failure events: results of the Fluid Accumulation Status Trial (FAST).

Authors:  William T Abraham; Steven Compton; Garrie Haas; Blair Foreman; Robert C Canby; Robert Fishel; Scott McRae; Gloria B Toledo; Shantanu Sarkar; Douglas A Hettrick
Journal:  Congest Heart Fail       Date:  2011-03-21

3.  Impact of remote telemedical management on mortality and hospitalizations in ambulatory patients with chronic heart failure: the telemedical interventional monitoring in heart failure study.

Authors:  Friedrich Koehler; Sebastian Winkler; Michael Schieber; Udo Sechtem; Karl Stangl; Michael Böhm; Herbert Boll; Gert Baumann; Marcus Honold; Kerstin Koehler; Goetz Gelbrich; Bridget-Anne Kirwan; Stefan D Anker
Journal:  Circulation       Date:  2011-03-28       Impact factor: 29.690

4.  Wireless pulmonary artery haemodynamic monitoring in chronic heart failure: a randomised controlled trial.

Authors:  William T Abraham; Philip B Adamson; Robert C Bourge; Mark F Aaron; Maria Rosa Costanzo; Lynne W Stevenson; Warren Strickland; Suresh Neelagaru; Nirav Raval; Steven Krueger; Stanislav Weiner; David Shavelle; Bradley Jeffries; Jay S Yadav
Journal:  Lancet       Date:  2011-02-19       Impact factor: 79.321

5.  RisQ: Recognizing Smoking Gestures with Inertial Sensors on a Wristband.

Authors:  Abhinav Parate; Meng-Chieh Chiu; Chaniel Chadowitz; Deepak Ganesan; Evangelos Kalogerakis
Journal:  MobiSys       Date:  2014-06

6.  Telemonitoring in patients with heart failure.

Authors:  Sarwat I Chaudhry; Jennifer A Mattera; Jeptha P Curtis; John A Spertus; Jeph Herrin; Zhenqiu Lin; Christopher O Phillips; Beth V Hodshon; Lawton S Cooper; Harlan M Krumholz
Journal:  N Engl J Med       Date:  2010-11-16       Impact factor: 91.245

7.  Safety and accuracy of a wireless pulmonary artery pressure monitoring system in patients with heart failure.

Authors:  William T Abraham; Philip B Adamson; Ayesha Hasan; Robert C Bourge; Salpy V Pamboukian; Mark F Aaron; Nirav Y Raval
Journal:  Am Heart J       Date:  2011-01-31       Impact factor: 4.749

8.  Development of a method to risk stratify patients with heart failure for 30-day readmission using implantable device diagnostics.

Authors:  David J Whellan; Shantanu Sarkar; Jodi Koehler; Roy S Small; Andrew Boyle; Eduardo N Warman; William T Abraham
Journal:  Am J Cardiol       Date:  2012-10-02       Impact factor: 2.778

9.  The case for a US prospective cohort study of genes and environment.

Authors:  Francis S Collins
Journal:  Nature       Date:  2004-05-27       Impact factor: 49.962

10.  An ecological framework for cancer communication: implications for research.

Authors:  Kevin Patrick; Stephen S Intille; Marion F Zabinski
Journal:  J Med Internet Res       Date:  2005-07-01       Impact factor: 5.428

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  20 in total

Review 1.  The role of Internet resources in clinical oncology: promises and challenges.

Authors:  Bradford W Hesse; Alexandra J Greenberg; Lila J Finney Rutten
Journal:  Nat Rev Clin Oncol       Date:  2016-06-07       Impact factor: 66.675

2.  First Steps Into the Brave New Transdiscipline of Mobile Health.

Authors:  Bonnie Spring; Angela Pfammatter; Nabil Alshurafa
Journal:  JAMA Cardiol       Date:  2017-01-01       Impact factor: 14.676

3.  Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).

Authors:  Santosh Kumar; Gregory Abowd; William T Abraham; Mustafa al'Absi; Duen Horng Polo Chau; Emre Ertin; Deborah Estrin; Deepak Ganesan; Timothy Hnat; Syed Monowar Hossain; Zachary Ives; Jacqueline Kerr; Benjamin M Marlin; Susan Murphy; James M Rehg; Inbal Nahum-Shani; Vivek Shetty; Ida Sim; Bonnie Spring; Mani Srivastava; Dave Wetter
Journal:  IEEE Pervasive Comput       Date:  2017-04-03       Impact factor: 3.175

Review 4.  Progress in Biomedical Knowledge Discovery: A 25-year Retrospective.

Authors:  L Sacchi; J H Holmes
Journal:  Yearb Med Inform       Date:  2016-08-02

5.  ewrapper: Operationalizing engagement strategies in mHealth.

Authors:  Blake Wagner; Elaine Liu; Steven D Shaw; Gleb Iakovlev; Linlu Zhou; Christina Harrington; Gregory Abowd; Carolyn Yoon; Santosh Kumar; Susan Murphy; Bonnie Spring; Inbal Nahum-Shani
Journal:  Proc ACM Int Conf Ubiquitous Comput       Date:  2017-09

6.  It's all in the timing: calibrating temporal penalties for biomedical data sharing.

Authors:  Weiyi Xia; Zhiyu Wan; Zhijun Yin; James Gaupp; Yongtai Liu; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A Malin
Journal:  J Am Med Inform Assoc       Date:  2018-01-01       Impact factor: 4.497

7.  rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor.

Authors:  Rummana Bari; Roy J Adams; Mahbubur Rahman; Megan Battles Parsons; Eugene H Buder; Santosh Kumar
Journal:  Proc ACM Interact Mob Wearable Ubiquitous Technol       Date:  2018-03

8.  Big Data for Nutrition Research in Pediatric Oncology: Current State and Framework for Advancement.

Authors:  Charles A Phillips; Brad H Pollock
Journal:  J Natl Cancer Inst Monogr       Date:  2019-09-01

9.  Envisioning the future of 'big data' biomedicine.

Authors:  Alex A T Bui; John Darrell Van Horn
Journal:  J Biomed Inform       Date:  2017-03-30       Impact factor: 6.317

Review 10.  Optimizing Digital Integrated Care via Micro-Randomized Trials.

Authors:  Ashley Walton; Inbal Nahum-Shani; Lori Crosby; Predrag Klasnja; Susan Murphy
Journal:  Clin Pharmacol Ther       Date:  2018-04-19       Impact factor: 6.875

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