Next Article in Journal
Measuring Quality of Life in Parkinson’s Disease—A Call to Rethink Conceptualizations and Assessments
Previous Article in Journal
Improvement of Ocular Surface Disease by Lateral Tarsoconjunctival Flap in Thyroid-Associated Orbitopathy Patients with Lid Retraction
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
JPM
Volume 12
Issue 5
10.3390/jpm12050803
jpm-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study

by
Kyuhee Lee
1,2,
Jinhyong Lee
2,
Sangwon Hwang
1,2,
Youngtae Kim
2,
Yeongjae Lee
2,
Erdenebayar Urtnasan
1,2,
Sang Baek Koh
3 and
Hyun Youk
2,4,*
1
Artificial Intelligence Big Data Medical Center, Wonju College of Medicine, Yonsei University, Wonju 26417, Korea
2
Lifelog Bigdata Platform Business Group, Wonju College of Medicine, Yonsei University, Wonju 26417, Korea
3
Department of Preventive Medicine, Wonju College of Medicine, Yonsei University, Wonju 26417, Korea
4
Department of Emergency Medicine, Wonju College of Medicine, Yonsei University, Wonju 26417, Korea
*
Author to whom correspondence should be addressed.
J. Pers. Med. 2022, 12(5), 803; https://doi.org/10.3390/jpm12050803
Submission received: 12 April 2022 / Revised: 12 May 2022 / Accepted: 13 May 2022 / Published: 16 May 2022
(This article belongs to the Section Omics/Informatics)
Browse Figures
Versions Notes

Abstract

We propose a method for data provision, validation, and service expansion for the spread of a lifelog-based digital healthcare platform. The platform is an operational cloud-based platform, implemented in 2020, that has launched a tool that can validate and de-identify personal information in a data acquisition system dedicated to a center. The data acquired by the platform can be processed into products of statistical analysis and artificial intelligence (AI)-based deep learning modules. Application programming interfaces (APIs) have been developed to open data and can be linked in a programmatic manner. As a standardized policy, a series of procedures were performed from data collection to external sharing. The proposed platform collected 321.42 GB of data for 146 types of data. The reliability and consistency of the data were evaluated by an information system audit institution, with a defects ratio of approximately 0.03%. We presented definitions and examples of APIs developed in 17 functional units for data opening. In addition, the suitability of the de-identification tool was confirmed by evaluating the reduced risk of re-identification using quasi-identifiers. We presented specific methods for data verification, personal information de-identification, and service provision to ensure the sustainability of future digital healthcare platforms for precision medicine. The platform can contribute to the diffusion of the platform by linking data with external organizations and research environments in safe zones based on data reliability.
Keywords: digital healthcare; precision medicine; healthcare platform; diffusion of digital healthcare digital healthcare; precision medicine; healthcare platform; diffusion of digital healthcare
Graphical Abstract

Share and Cite

MDPI and ACS Style

Lee, K.; Lee, J.; Hwang, S.; Kim, Y.; Lee, Y.; Urtnasan, E.; Koh, S.B.; Youk, H. Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study. J. Pers. Med. 2022, 12, 803. https://doi.org/10.3390/jpm12050803

AMA Style

Lee K, Lee J, Hwang S, Kim Y, Lee Y, Urtnasan E, Koh SB, Youk H. Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study. Journal of Personalized Medicine. 2022; 12(5):803. https://doi.org/10.3390/jpm12050803

Chicago/Turabian Style

Lee, Kyuhee, Jinhyong Lee, Sangwon Hwang, Youngtae Kim, Yeongjae Lee, Erdenebayar Urtnasan, Sang Baek Koh, and Hyun Youk. 2022. "Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study" Journal of Personalized Medicine 12, no. 5: 803. https://doi.org/10.3390/jpm12050803

APA Style

Lee, K., Lee, J., Hwang, S., Kim, Y., Lee, Y., Urtnasan, E., Koh, S. B., & Youk, H. (2022). Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study. Journal of Personalized Medicine, 12(5), 803. https://doi.org/10.3390/jpm12050803

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop