Literature DB >> 30474902

Impact of big data on oral health outcomes.

Shanika Nanayakkara1,2, Xiaoyan Zhou1,2, Heiko Spallek1.   

Abstract

Biomedical big data amasses from different sources such as electronic health records, health research, wearable devices and social media. Recent advances in data capturing, storage and analysis techniques have facilitated conversion of a wealth of knowledge in biomedical big data into evidence-based actionable plans to enhance population health and well-being. The delay in reaping the benefits of biomedical big data in dentistry is mainly due to the slow adoption of electronic health record systems, unstructured clinical records, tattered communication between data silos and perceiving oral health as a separate entity from general health. Recent recognition of the complex interplay between oral and general health has acknowledged the power of oral health big data to glean new insights on disease prevention and management. This review paper summarizes recent advances, limitations and challenges in biomedical big data in health care with emphasis on oral health and discusses the potential future applications of oral health big data to improve the quality and efficiency of personalized health care.
© 2018 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd. All rights reserved.

Keywords:  big data; delivery of health care; electronic health records; oral health; patient-generated health data; wearable electronic devices

Year:  2018        PMID: 30474902     DOI: 10.1111/odi.13007

Source DB:  PubMed          Journal:  Oral Dis        ISSN: 1354-523X            Impact factor:   3.511


  8 in total

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Review 2.  Clinical decision support systems in orthodontics: A narrative review of data science approaches.

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Journal:  Orthod Craniofac Res       Date:  2021-05-24       Impact factor: 1.826

Review 3.  Unravelling the Potential of Salivary Volatile Metabolites in Oral Diseases. A Review.

Authors:  Jorge A M Pereira; Priscilla Porto-Figueira; Ravindra Taware; Pritam Sukul; Srikanth Rapole; José S Câmara
Journal:  Molecules       Date:  2020-07-07       Impact factor: 4.411

Review 4.  The Modern and Digital Transformation of Oral Health Care: A Mini Review.

Authors:  Muhammad Syafiq Alauddin; Ahmad Syukran Baharuddin; Mohd Ifwat Mohd Ghazali
Journal:  Healthcare (Basel)       Date:  2021-01-25

Review 5.  Update and review of the gerodontology prospective for 2020's: Linking the interactions of oral (hypo)-functions to health vs. systemic diseases.

Authors:  Yen Chun G Liu; Shou-Jen Lan; Hirohiko Hirano; Li-Min Lin; Kazuhiro Hori; Chia-Shu Lin; Samuel Zwetchkenbaum; Shunsuke Minakuchi; Andy Yen-Tung Teng
Journal:  J Dent Sci       Date:  2020-10-17       Impact factor: 2.080

6.  Reshaping dental practice in the face of the COVID-19 pandemic: Leapfrogging to Dentronics.

Authors:  Mahesh Jayaweera; Hemantha Amarasinghe; Newell W Johnson
Journal:  Oral Dis       Date:  2021-10-22       Impact factor: 4.068

Review 7.  P4 Medicine as a model for precision periodontal care.

Authors:  P Mark Bartold; Sašo Ivanovski
Journal:  Clin Oral Investig       Date:  2022-03-28       Impact factor: 3.606

Review 8.  Using big data to promote precision oral health in the context of a learning healthcare system.

Authors:  Joseph Finkelstein; Frederick Zhang; Seth A Levitin; David Cappelli
Journal:  J Public Health Dent       Date:  2020-01-06       Impact factor: 1.821

  8 in total

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