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Updated: Apr 17, 2026

Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients
Published on: July 12, 2024
Visualizing collaborative electronic health record usage for hospitalized patients with heart failure
Nicholas D Soulakis1, Matthew B Carson2, Young Ji Lee3
1Division of Health and Biomedical Informatics, Department of Preventive Medicine, Northwestern University, Chicago, IL, USA nicholas.soulakis@northwestern.edu.
Healthcare providers frequently access electronic health records (EHRs) for heart failure patients. Network analysis reveals extensive collaboration among over 100 professionals accessing patient data.
Area of Science:
- Health Informatics
- Network Science
- Clinical Collaboration
Background:
- Electronic Health Records (EHRs) are central to modern healthcare.
- Understanding provider interactions within EHR systems is crucial for care coordination.
- Heart failure patient care involves multidisciplinary teams.
Purpose of the Study:
- To visualize and describe collaborative electronic health record (EHR) usage for hospitalized heart failure patients.
- To analyze the network of healthcare provider interactions based on EHR access.
Main Methods:
- Identified heart failure patient records and associated healthcare provider EHR usage.
- Constructed a provider-patient interaction network and a provider collaboration network.
- Calculated network statistics, including modularity and provider cliques.
Main Results:
- 5113 healthcare providers accessed 548 heart failure patient records in 2012.
- The provider collaboration network comprised 1504 nodes and 83,998 edges.
- Identified 7 major collaboration modules with an average clique size of 87.9 providers.
Conclusions:
- A large number of diverse healthcare providers access heart failure patient EHRs.
- Shared EHR access occurs in both pairwise and large group interactions.
- Network analysis highlights extensive multidisciplinary record access for heart failure patients, suggesting potential for improved care coordination.
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