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Hospital artificial intelligence (AI) is increasingly embedded in electronic health record workflows, cloud inference pipelines, imaging, medication review, triage, early warning, documentation, and operational management. This paper proposes a risk-tiered governance framework and implementation pathway for hospital AI applications that are integrated into clinical and operational workflows.

This study evaluated the effect of a Spatial Awareness Integrated Electronic Health Record (SAI-EHR) prototype on efficiency, usability, and cognitive workload among intensive care nurses performing standardized documentation tasks, compared with a traditional linear flowsheet-style interface (LID-EHR).

Clinical documentation consumes substantial clinician time, potentially detracting from patient care. Generative artificial intelligence (AI) may support drafting discharge summaries and patient referral documents, but feasibility in non-Western-language oncology settings using real-world electronic health record (EHR) data remains insufficiently evaluated. This study assessed feasibility in a Japanese cancer hospital using an enterprise AI system.

Interactive digital self-management (IDSM) interventions may help individuals with chronic respiratory disease self-manage their condition.

This study aimed to examine perspectives on challenges, design requirements, and implementation considerations for developing a granular, patient-facing consent tool that enables meaningful control over sensitive health data sharing in real-world healthcare settings.

Automated patient outreach (APO) approaches offer promising solutions to patient engagement for outstanding health care services. Little is known about APO effectiveness.

Interprofessional teams are central to high-quality patient care. However, identifying the daily frontline clinician who performs direct care-related tasks for a patient requires labor-intensive methodologies. Although electronic health record (EHR) audit logs offer a scalable alternative, their use for identifying frontline clinicians is underdeveloped.

Inappropriate antibiotic prescribing contributes to antimicrobial resistance. Antimicrobial stewardship (AMS) programs increasingly rely on electronic health record (EHR)-based clinical decision support (CDS) alerts to guide evidence-based care, yet poorly designed alerts can increase cognitive burden and contribute to burnout. Usability testing offers a structured approach to improving alert design and adoption.

Patient portal use has steadily increased across most populations. Prior, now dated, studies indicated lower adoption rates among Spanish- versus English- speaking patients. This study compared patient portal activation and use patterns between Spanish- and English-speaking patients.

China's hospital-integrated Internet Hospital model embeds virtual outpatient care within hospital information systems, pharmacy workflows, and regulatory oversight structures. However, encounter-level evidence on real-world utilization, operational efficiency, online prescribing, and repeat use remains limited.