Centralized Interactive Phenomics Resource: an integrated online phenomics knowledgebase for health data users

Author:

Honerlaw Jacqueline12ORCID,Ho Yuk-Lam12,Fontin Francesca12,Murray Michael12,Galloway Ashley12,Heise David3,Connatser Keith3,Davies Laura3,Gosian Jeffrey12,Maripuri Monika12,Russo John124,Sangar Rahul12,Tanukonda Vidisha15,Zielinski Edward12,Dubreuil Maureen26,Zimolzak Andrew J78ORCID,Panickan Vidul A29,Cheng Su-Chun29,Whitbourne Stacey B2101112,Gagnon David R213,Cai Tianxi2914,Liao Katherine P212159,Ramoni Rachel B16ORCID,Gaziano J Michael2101112,Muralidhar Sumitra16,Cho Kelly12101112ORCID

Affiliation:

1. Centralized Interactive Phenomics Resource (CIPHER), Office of Research and Development, Veterans Health Administration , Washington, DC 20002, United States

2. VA Boston Healthcare System , Boston, MA 02111, United States

3. Oak Ridge National Laboratory (ORNL) , Oak Ridge, TN 37830, United States

4. Department of Computer Science, Landmark College , Putney, VT 05346, United States

5. VA Atlanta Healthcare System , Decatur, GA 30033, United States

6. Section of Rheumatology, Boston University Chobanian and Avedisian School of Medicine , Boston, MA 02118, United States

7. Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center , Houston, TX 77030, United States

8. Department of Medicine, Baylor College of Medicine , Houston, TX 77030, United States

9. Department of Biomedical Informatics, Harvard Medical School , Boston, MA 02115, United States

10. Million Veteran Program (MVP) Coordinating Center, VA Boston , Boston, MA 02111, United States

11. Division of Aging, Department of Medicine, Brigham and Women’s Hospital , Boston, MA 02115, United States

12. Department of Medicine, Harvard Medical School , Boston, MA 02115, United States

13. Department of Biostatistics, Boston University School of Public Health , Boston, MA 02118, United States

14. Department of Biostatistics, Harvard T. H. Chan School of Public Health , Boston, MA 02115, United States

15. Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital , Boston, MA 02115, United States

16. Office of Research and Development, Veterans Health Administration , Washington, DC 20002, United States

Abstract

Abstract Objective Development of clinical phenotypes from electronic health records (EHRs) can be resource intensive. Several phenotype libraries have been created to facilitate reuse of definitions. However, these platforms vary in target audience and utility. We describe the development of the Centralized Interactive Phenomics Resource (CIPHER) knowledgebase, a comprehensive public-facing phenotype library, which aims to facilitate clinical and health services research. Materials and Methods The platform was designed to collect and catalog EHR-based computable phenotype algorithms from any healthcare system, scale metadata management, facilitate phenotype discovery, and allow for integration of tools and user workflows. Phenomics experts were engaged in the development and testing of the site. Results The knowledgebase stores phenotype metadata using the CIPHER standard, and definitions are accessible through complex searching. Phenotypes are contributed to the knowledgebase via webform, allowing metadata validation. Data visualization tools linking to the knowledgebase enhance user interaction with content and accelerate phenotype development. Discussion The CIPHER knowledgebase was developed in the largest healthcare system in the United States and piloted with external partners. The design of the CIPHER website supports a variety of front-end tools and features to facilitate phenotype development and reuse. Health data users are encouraged to contribute their algorithms to the knowledgebase for wider dissemination to the research community, and to use the platform as a springboard for phenotyping. Conclusion CIPHER is a public resource for all health data users available at https://phenomics.va.ornl.gov/ which facilitates phenotype reuse, development, and dissemination of phenotyping knowledge.

Funder

Department of Veterans Affairs Office of Research and Development

Office of Science of the US Department of Energy

Department of Veterans Affairs Office of Information Technology Inter-Agency

Publisher

Oxford University Press (OUP)

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3