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[Physician](https://www.beckersphysicianleadership.com/) - About - [About Becker’s](https://hubs.beckershealthcare.com/about) - [Careers](https://hubs.beckershealthcare.com/careers) - For Sponsors - [Contact Us](https://www.beckersphysicianleadership.com/contact-us/) - [Media Kit](https://www.beckershospitalreview.com/request-media-kit/) - [Content Specs](https://hubs.beckershealthcare.com/content-specifications) ## 6 obstacles to high-quality clinical data and the elusive 'digital twin' --- Accessing clinical patient data can be like drinking from a fire hose. From diagnoses and labs to genomics and social determinants of health, the sheer volume of information can be overwhelming. Yet despite all this available data, painting an accurate picture of an individual’s health can be a significant challenge. So why is it so difficult to create a patient's "digital twin?" In this insight brief, we explore some of the common obstacles to gathering, integrating and leveraging clinical data, such as:   - Siloed information within the EHR and between health IT systems - Varied data accessibility - Inadequate capture of detail or specificity - Inconsistent data structure; and - Variations in clinical terminology   Please fill out the form to download the whitepaper.    [![](https://www.beckershospitalreview.com/wp-content/themes/beckers-healthcare/assets/images/logo.png) Becker's Hospital Review | Healthcare News & Analysis](https://www.beckershospitalreview.com) ### Contact Us [1-800-417-2035](tel:180041720354) [becker@beckershealthcare.com](mailto:becker@beckershealthcare.com) - [RSS Feed](https://www.beckershospitalreview.com/rss-feeds/) - [LinkedIn](https://www.linkedin.com/company/asc-communications/) - [Facebook](https://www.facebook.com/@BeckersHospitalReview/) - [X](https://x.com/beckershr) - [YouTube](https://www.youtube.com/user/hospitalreview1) ### Other Becker’s Sites - [ASC](https://www.beckersasc.com/) - [Spine](https://www.beckersspine.com/) - [Dental](https://www.beckersdental.com/) - [Payer](https://www.beckerspayer.com/) - [Behavioral](https://www.beckersbehavioralhealth.com/) - [Physician](https://www.beckersphysicianleadership.com/) ### More Resources - [Events](https://conferences.beckershospitalreview.com/upcoming-events/) - [Whitepapers](https://www.beckershospitalreview.com/whitepapers/) - [Live Webinars](https://www.beckershospitalreview.com/webinar-types/upcoming-webinars/) - [OnDemand Webinars](https://www.beckershospitalreview.com/webinar-types/ondemand-webinars/) Copyright © 2026 Becker’s Healthcare. 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