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The Elastic Electronic Health Record: A Five-Tiered Framework for Applying Artificial Intelligence to Electronic Health Record Maintenance, Configuration, and Use

The Elastic Electronic Health Record: A Five-Tiered Framework for Applying Artificial Intelligence to Electronic Health Record Maintenance, Configuration, and Use

A solution architect needs to update a form, a context-dependent collection of discrete data entry fields. However, multiple other solutions may populate or use these data fields, including results or data review solutions, “smart” documentation or ordering templates, outbound interfaces, logical rules or alerts, or patient registries. Without querying the database or system configurations for each potential impact, the architect is largely unaware of possible downstream ramifications.

Colby Uptegraft, Kameron Collin Black, Jonathan Gale, Andrew Marshall, Shuhan He

JMIR AI 2025;4:e66741

A Pilot of Digital Whiteboards for Improving Patient Satisfaction in the Emergency Department: Nonrandomized Controlled Trial

A Pilot of Digital Whiteboards for Improving Patient Satisfaction in the Emergency Department: Nonrandomized Controlled Trial

We conducted a prospective cohort trial of patients over the age of 18 years presenting to the ED for care to understand the effect of our digital whiteboard on patient satisfaction. Our study site was a single urban, academic, and tertiary care hospital in Boston, Massachusetts, with an annual visit volume of approximately 63,000 patients. We enrolled participants on a convenience basis after triage into private rooms in the ED with a digital whiteboard.

Andrew D A Marshall, Mohammad Adrian Hasdianda, Steven Miyawaki, Guruprasad D Jambaulikar, Chenze Cao, Paul Chen, Christopher W Baugh, Haipeng Zhang, Jonathan McCabe, Lee Steinbach, Scott King, Jason Friedman, Jennifer Su, Adam B Landman, Peter Ray Chai

JMIR Form Res 2023;7:e44725

Electronic Paper Displays in Hospital Operations: Proposal for Deployment and Implementation

Electronic Paper Displays in Hospital Operations: Proposal for Deployment and Implementation

(D) Visitor signage. Images provided by E Ink. Dry-erase boards have been used in the hospital to orient patients to the date, provide information regarding their care team members, and even communicate pain scores [14-16]. In addition, paper and laminated signs have been used outside of patient rooms to convey information regarding isolation status, fall risk, and need for personal protective equipment [4].

Guruprasad D Jambaulikar, Andrew Marshall, Mohammad Adrian Hasdianda, Chenzhe Cao, Paul Chen, Steven Miyawaki, Christopher W Baugh, Haipeng Zhang, Jonathan McCabe, Jennifer Su, Adam B Landman, Peter Ray Chai

JMIR Form Res 2021;5(8):e30862