Big Data

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Wei Luo, Dinh Phung, Truyen Tran, Sunil Gupta, Santu Rana, Chandan Karmakar, Alistair Shilton, John Yearwood, Nevenka Dimitrova, Tu Bao Ho, Svetha Venkatesh, Michael Berk

J Med Internet Res 2016 (Dec 16); 18(12):e323

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Disruptive Innovation in Neurosurgical Outcomes Research: The Impact of Big Data, Predictive Analytics, and Wearable Technology

Aditya V Karhade, Joeky Senders, Marike L Broekman, William B Gormley, Timothy R Smith

iProc 2016 (Dec 14); 2(1):e10

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Challenges and Opportunities of Big Data in Health Care: A Systematic Review

Clemens Scott Kruse, Rishi Goswamy, Yesha Jayendrakumar Raval, Sarah Marawi

JMIR Med Inform 2016 (Nov 21); 4(4):e38

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Population Analysis of Adverse Events in Different Age Groups Using Big Clinical Trials Data

Jake Luo, Christina Eldredge, Chi C Cho, Ron A Cisler

JMIR Med Inform 2016 (Oct 17); 4(4):e30

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Are Randomized Controlled Trials the (G)old Standard? From Clinical Intelligence to Prescriptive Analytics

Sven Van Poucke, Michiel Thomeer, John Heath, Milan Vukicevic

J Med Internet Res 2016 (Jul 06); 18(7):e185

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Data Safe Havens and Trust: Toward a Common Understanding of Trusted Research Platforms for Governing Secure and Ethical Health Research

Nathan Christopher Lea, Jacqueline Nicholls, Christine Dobbs, Nayha Sethi, James Cunningham, John Ainsworth, Martin Heaven, Trevor Peacock, Anthony Peacock, Kerina Jones, Graeme Laurie, Dipak Kalra

JMIR Med Inform 2016 (Jun 21); 4(2):e22

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Facilitating Secure Sharing of Personal Health Data in the Cloud

Danan Thilakanathan, Rafael A. Calvo, Shiping Chen, Surya Nepal, Nick Glozier

JMIR Med Inform 2016 (May 27); 4(2):e15

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Patient Perspectives on Sharing Anonymized Personal Health Data Using a Digital System for Dynamic Consent and Research Feedback: A Qualitative Study

Karen Spencer, Caroline Sanders, Edgar A Whitley, David Lund, Jane Kaye, William Gregory Dixon

J Med Internet Res 2016 (Apr 15); 18(4):e66

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