Medical big data: promise and challenges
Choong Ho Lee, Hyung-Jin Yoon
Kidney Res Clin Pract. 2017;36(1):3-11.   Published online 2017 Mar 31     DOI: https://doi.org/10.23876/j.krcp.2017.36.1.3
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BMC Medicine.2019;[Epub]     CrossRef
Comparison of Military Health System Data Repository and American College of Surgeons National Surgical Quality Improvement Program-Pediatric
Arin L. Madenci, Cathaleen K. Madsen, Nicollette K. Kwon, Lindsey L. Wolf, Kristin A. Sonderman, Jill M. Zalieckas, Samuel E. Rice-Townsend, Adil H. Haider, Robert L. Ricca, Brent R. Weil, Christopher B. Weldon, Tracey P. Koehlmoos
BMC Pediatrics.2019;[Epub]     CrossRef
Current status of use of big data and artificial intelligence in RMDs: a systematic literature review informing EULAR recommendations
Joanna Kedra, Timothy Radstake, Aridaman Pandit, Xenofon Baraliakos, Francis Berenbaum, Axel Finckh, Bruno Fautrel, Tanja A Stamm, David Gomez-Cabrero, Christian Pristipino, Remy Choquet, Hervé Servy, Simon Stones, Gerd Burmester, Laure Gossec
RMD Open.2019; 5(2): e001004.     CrossRef
Predictive Analytics in Spine Oncology Research: First Steps, Limitations, and Future Directions
Elie Massaad, Nida Fatima, Muhamed Hadzipasic, Christopher Alvarez-Breckenridge, Ganesh M. Shankar, John H. Shin
Neurospine.2019; 16(4): 669.     CrossRef
Information technologies of 21st century and their impact on the society
Mohammad Yamin
International Journal of Information Technology.2019; 11(4): 759.     CrossRef
Complexity in Medical Informatics
Panagiotis Vlamos, Ilias Kotsireas, Dimitrios Vlachakis
Complexity.2019; 2019: 1.     CrossRef
Perioperative use of renin-angiotensin system inhibitors and outcomes in patients undergoing cardiac surgery
Qian Ding, Zugui Zhang, Hong Liu, Huang Nie, Mark Berguson, Jordan E. Goldhammer, Nilas Young, Douglas Boyd, Rohinton Morris, Jianzhong Sun
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Proposed Guideline for Minimum Information Stroke Research and Clinical Data Reporting
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Data Science Journal.2019; 18(1): 26.     CrossRef
The potential for Big Data in Type 2 diabetes
SL Hyer, J Chang, LL Chuah, R Manzoor, N Philip
Archives of Community Medicine and Public Health.2019; 5(2): 039.     CrossRef
Health Data in Dentistry: An Attempt to Master the Digital Challenge
Tim Joda, Tuomas Waltimo, Nicole Probst-Hensch, Christiane Pauli-Magnus, Nicola U. Zitzmann
Public Health Genomics.2019; 22(1-2): 1.     CrossRef
Trends and Future Direction of the Clinical Decision Support System in Traditional Korean Medicine
Hyun-Kyung Sung, Boyung Jung, Kyeong Han Kim, Soo-Hyun Sung, Angela-Dong-Min Sung, Jang-Kyung Park
Journal of Pharmacopuncture.2019; 22(4): 260.     CrossRef
BIG DATA for Healthcare: A Survey
Safa Bahri, Nesrine Zoghlami, Mourad Abed, Joao Manuel R. S. Tavares
IEEE Access.2019; 7: 7397.     CrossRef
Blood-based systems biology biomarkers for next-generation clinical trials in Alzheimer’s disease

Harald Hampel, Andrea Vergallo, Mohammad Afshar, Leyla Akman-Anderson, Joaquín Arenas, Norbert Benda, Richard Batrla, Karl Broich, Filippo Caraci, A. Claudio Cuello, Enzo Emanuele, Marion Haberkamp, Steven J. Kiddle, Alejandro Lucía, Mark Mapstone, Steven
Dialogues in Clinical Neuroscience.2019; 21(2): 177.     CrossRef
Letter: Big Data Research in Neurosurgery: A Critical Look at This Popular New Study Design
Maya Harary, Timothy R Smith, William B Gormley, Omar Arnaout
Neurosurgery.2018; 82(6): E186.     CrossRef
Using electronic medical records to create big data and to communicate with patients—Is there room for both?
Elizabeth Manias, Kathleen Gray, Nilmini Wickramasinghe, Milisa Manojlovich
Collegian.2018; 25(4): 467.     CrossRef
Identifying the “Blip on the Radar Screen”: Leveraging Big Data in Defining Drug Safety and Efficacy in Pediatric Practice
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The Journal of Clinical Pharmacology.2018;[Epub]     CrossRef
Cohort identification of axial spondyloarthritis in a large healthcare dataset: current and future methods
Jessica A. Walsh, Shaobo Pei, Gopi K. Penmetsa, Jianwei Leng, Grant W. Cannon, Daniel O. Clegg, Brian C. Sauer
BMC Musculoskeletal Disorders.2018;[Epub]     CrossRef
From hype to reality: data science enabling personalized medicine
Holger Fröhlich, Rudi Balling, Niko Beerenwinkel, Oliver Kohlbacher, Santosh Kumar, Thomas Lengauer, Marloes H. Maathuis, Yves Moreau, Susan A. Murphy, Teresa M. Przytycka, Michael Rebhan, Hannes Röst, Andreas Schuppert, Matthias Schwab, Rainer Spang, Dan
BMC Medicine.2018;[Epub]     CrossRef
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Kiret Dhindsa, Mohit Bhandari, Ranil R Sonnadara
BMJ.2018; : k5357.     CrossRef
Considerations for ethics review of big data health research: A scoping review
Marcello Ienca, Agata Ferretti, Samia Hurst, Milo Puhan, Christian Lovis, Effy Vayena, Godfrey Biemba
PLOS ONE.2018; 13(10): e0204937.     CrossRef
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective
Arianna Dagliati, Valentina Tibollo, Lucia Sacchi, Alberto Malovini, Ivan Limongelli, Matteo Gabetta, Carlo Napolitano, Andrea Mazzanti, Pasquale De Cata, Luca Chiovato, Silvia Priori, Riccardo Bellazzi
Frontiers in Digital Humanities.2018;[Epub]     CrossRef
Platform for Automated Real-Time High Performance Analytics on Medical Image Data
William J. Allen, Refaat E. Gabr, Getaneh B. Tefera, Amol S. Pednekar, Matthew W. Vaughn, Ponnada A. Narayana
IEEE Journal of Biomedical and Health Informatics.2018; 22(2): 318.     CrossRef
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International Journal of Fog Computing.2018; 1(1): 15.     CrossRef
Challenges for omics technologies in the implementation of personalized medicine
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Expert Review of Precision Medicine and Drug Development.2018; 3(4): 229.     CrossRef
The growing role of precision and personalized medicine for cancer treatment
Paulina Krzyszczyk, Alison Acevedo, Erika J. Davidoff, Lauren M. Timmins, Ileana Marrero-Berrios, Misaal Patel, Corina White, Christopher Lowe, Joseph J. Sherba, Clara Hartmanshenn, Kate M. O’Neill, Max L. Balter, Zachary R. Fritz, Ioannis P. Androulakis,
TECHNOLOGY.2018; 06(03n04): 79.     CrossRef
The CAMH Neuroinformatics Platform: A Hospital-Focused Brain-CODE Implementation
David J. Rotenberg, Qing Chang, Natalia Potapova, Andy Wang, Marcia Hon, Marcos Sanches, Nikola Bogetic, Nathan Frias, Tommy Liu, Brendan Behan, Rachad El-Badrawi, Stephen C. Strother, Susan G. Evans, Jordan Mikkelsen, Tom Gee, Fan Dong, Stephen R. Arnott
Frontiers in Neuroinformatics.2018;[Epub]     CrossRef
What we can learn from Big Data about factors influencing perioperative outcome
Victor G.B. Liem, Sanne E. Hoeks, Felix van Lier, Jurgen C. de Graaff
Current Opinion in Anaesthesiology.2018; 31(6): 723.     CrossRef
Human body composition: yesterday, today, and tomorrow
Leigh C. Ward
European Journal of Clinical Nutrition.2018; 72(9): 1201.     CrossRef
Compression of multidimensional NMR spectra allows a faster and more accurate analysis of complex samples
Francesc Puig-Castellví, Yolanda Pérez, Benjamín Piña, Romà Tauler, Ignacio Alfonso
Chemical Communications.2018; 54(25): 3090.     CrossRef
Perfect is the enemy of good: Use of administrative databases in characterizing rare events and outcomes
Adam Lowry
The Journal of Thoracic and Cardiovascular Surgery.2018; 156(1): 316.     CrossRef
Comparing Deep Learning and Classical Machine Learning Approaches for Predicting Inpatient Violence Incidents from Clinical Text
Vincent Menger, Floor Scheepers, Marco Spruit
Applied Sciences.2018; 8(6): 981.     CrossRef
Taiwan renal care system: A learning health‐care system
Mei‐Yi Wu, Mai‐Szu Wu
Nephrology.2018; 23(S4): 112.     CrossRef
Concurrence of big data analytics and healthcare: A systematic review
Nishita Mehta, Anil Pandit
International Journal of Medical Informatics.2018; 114: 57.     CrossRef
Big Data for Context Aware Computing – Perspectives and Challenges
Kalyan P. Subbu, Athanasios V. Vasilakos
Big Data Research.2017; 10: 33.     CrossRef
Can Medical Research Do Its Job?
Jay Pravda
Medical Science Educator.2017; 27(4): 839.     CrossRef
Legal and Ethical Concerns of Big Data
Shirley S. Paulson, Elizabeth Scruth
Clinical Nurse Specialist.2017; 31(5): 237.     CrossRef