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Biomarkers Volume 20, 2015 - Issue 8: Arthritis Biomarkers
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Review Article

Applying computation biology and “big data” to develop multiplex diagnostics for complex chronic diseases such as osteoarthritis

Guomin RenMcCaig Institute for Bone & Joint Health, University of Calgary, Calgary, AB, Canada,
&
Roman KrawetzMcCaig Institute for Bone & Joint Health, University of Calgary, Calgary, AB, Canada, ;Department of Surgery, University of Calgary, Calgary, AB, Canada, and ;Department of Anatomy and Cell Biology, University of Calgary, Calgary, AB, CanadaCorrespondence[email protected]
Pages 533-539 | Received 15 Dec 2014, Accepted 18 Apr 2015, Published online: 26 Jan 2016

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Lidong Wang & Cheryl Ann Alexander. (2020) Big data analytics in medical engineering and healthcare: methods, advances and challenges. Journal of Medical Engineering & Technology 44:6, pages 267-283.
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Ali Mobasheri & Yves Henrotin. (2015) Biomarkers of (osteo)arthritis. Biomarkers 20:8, pages 513-518.
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Paramjeet Kaur & Manish Sharma. 2023. Contemporary Applications of Data Fusion for Advanced Healthcare Informatics. Contemporary Applications of Data Fusion for Advanced Healthcare Informatics 392 411 .
Samuel James Lynskey, Marc Julian Macaluso, Stephen D. Gill, Sean L. McGee & Richard S. Page. (2023) Biomarkers of Osteoarthritis—A Narrative Review on Causal Links with Metabolic Syndrome. Life 13:3, pages 730.
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Dario Sacchini & Antonio G. Spagnolo. 2023. Clinical Ethics At the Crossroads of Genetic and Reproductive Technologies. Clinical Ethics At the Crossroads of Genetic and Reproductive Technologies 137 154 .
Sritha Zith Dey Babu, Digvijay Pandey, G. Taviti Naidu, S. Sumathi, Ankur Gupta, Malik Bader Alazzam & Binay Kumar Pandey. 2023. Artificial Intelligence on Medical Data. Artificial Intelligence on Medical Data 243 251 .
S. Kluzek & T.A. Mattei. (2019) Machine-learning for osteoarthritis research. Osteoarthritis and Cartilage 27:7, pages 977-978.
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Willem Evert Van Spil, Olga Kubassova, Mikael Boesen, Anne-Christine Bay-Jensen & Ali Mobasheri. (2019) Osteoarthritis phenotypes and novel therapeutic targets. Biochemical Pharmacology 165, pages 41-48.
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Lidong Wang & Cheryl Ann Alexander. (2019) Big Data Analytics in Healthcare Systems. International Journal of Mathematical, Engineering and Management Sciences 4:1, pages 17-26.
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Guomin Ren & Roman J. Krawetz. (2018) Biochemical Markers for the Early Identification of Osteoarthritis: Systematic Review and Meta-Analysis. Molecular Diagnosis & Therapy 22:6, pages 671-682.
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Dario Sacchini & Antonio G. Spagnolo. 2018. Clinical Ethics At the Crossroads of Genetic and Reproductive Technologies. Clinical Ethics At the Crossroads of Genetic and Reproductive Technologies 131 147 .
Valentina Pedoia, Jenny Haefeli, Kazuhito Morioka, Hsiang-Ling Teng, Lorenzo Nardo, Richard B. Souza, Adam R. Ferguson & Sharmila Majumdar. (2018) MRI and biomechanics multidimensional data analysis reveals R 2 -R 1ρ as an early predictor of cartilage lesion progression in knee osteoarthritis . Journal of Magnetic Resonance Imaging 47:1, pages 78-90.
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Venkata Yelleswaranu & David Issadore. (2017) Multicolor detection of fluorescent droplets on a cell phone using time domain encoded optofluidics. Multicolor detection of fluorescent droplets on a cell phone using time domain encoded optofluidics.
Alan J. Mueller, Mandy J. Peffers, Carole J. Proctor & Peter D. Clegg. (2017) Systems approaches in osteoarthritis: Identifying routes to novel diagnostic and therapeutic strategies. Journal of Orthopaedic Research 35:8, pages 1573-1588.
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