Effective and feasible interventions to improve structured EHR data ...

Scalable and accurate deep learning with electronic health records

... (EHR) data is anticipated to drive personalized medicine and improve healthcare quality ... structured and semi-structured data. Because of ...

Evaluation of interventions to improve electronic health record ...

Previous systematic reviews have assessed intervention effectiveness within the outpatient setting or within paper documentation. This ...

8 Ways to Leverage EHR Data for Quality Improvement

By monitoring outcomes such as relapse rates, readmission rates, and treatment completion rates, agencies can identify which interventions are ...

UvA-DARE (Digital Academic Repository)

Interventions to improve structured EHR data registration and exchange. 5. Page 6. Concept mapping is a structured and action-oriented approach to research that.

The SUITABILITY Checklist: A Good Practices Report of an ISPOR ...

Although electronic health record (EHR) data can fill evidence gaps and improve decisions, several important limitations can affect their validity and relevance ...

Using Electronic Health Record Data in Pragmatic Clinical Trials

Although EHR data systems are designed to support clinical care and billing, high-quality data derived from these systems can also help improve population ...

LLMs-based Few-Shot Disease Predictions using EHR - arXiv

Electronic health records (EHRs) contain valuable patient data for health-related prediction tasks, such as disease prediction.

Re-Envisioning Electronic Health Records to Optimize Patient ...

One ongoing initiative to improve structured data entry in EHRs has been developed by ASCO. mCODE is a standardized, computable, and clinically ...

Using electronic health records for comparative effectiveness research

... unstructured free-text data into structured data ... possible to use EHR data for ... High Data Completeness to Improve Validity of Comparative Effectiveness ...

Public Health Surveillance in Electronic Health Records - CDC

Electronic health record (EHR) data can be used to supplement surveillance efforts. What is added by this report? In this study, we describe the ...

Automating Electronic Health Record Data Quality Assessment

In addition, there are many potential benefits that EHR data consumers can derive from DQA, including improving the efficiency of data ...

CDS EHR Integration Boosts Patient Problem List Documentation

A clinical decision support (CDS) EHR integration improved patient problem list documentation but did not contribute to improvements in ...

Challenges in and Opportunities for Electronic Health Record-Based ...

The successful and appropriate use of EHR data ... The EHR includes both structured and unstructured data. ... Possible sources of bias in ...

Combining clinical notes with structured electronic health records ...

... interventions, improving patient outcomes ... Research has shown that complementing structured with unstructured data can improve cohort ...

Feasibility of real-time capture of routine clinical data in ... - BMJ Open

Abstract · Objectives The electronic health record (EHR) is underused in the hospital setting. · Design A PowerForm template was developed within the Cerner EHR, ...

Challenges and recommendations for high quality research using ...

EHR data analysis must also be reproducible and transparent to maintain research integrity. While open data is not a viable model for healthcare ...

EHR interoperability challenges and solutions - EHR in Practice

Emerging information technologies such as electronic health records (EHR) are changing how healthcare is delivered and improving patient ...

Electronic health record - Wikipedia

Combining multiple types of clinical data from the system's health records has helped clinicians identify and stratify chronically ill patients. EHR can improve ...

Implementing Electronic Health Records in Primary Care Using the ...

These benefits include reduced costs of paper processes, including expenses for stationery; efficient workflow for the health care staff; easier ...

Capturing High Quality Electronic Health Records Data To Support ...

Using a physician champion can be an effective strategy to engaging physician leadership and obtaining buy-in and support for improving EHR data quality. In.