Northwell AI Wearable Predicts ICU Deterioration

- The Northwell Health AI model was developed by researchers at the Feinstein Institutes for Medical Research and was detailed in a study published in *Nature Communications*. The model, which is wearable-agnostic, utilized the VitalPatch® biosensor in its research to collect data on heart rate, respiratory rate, temperature, and movement from 888 non-ICU patients. - The AI algorithm demonstrated its predictive capabilities by anticipating over 83% of unplanned ICU transfers and identifying all instances that would lead to intubation, cardiac arrest, or death within a 24-hour period. This same research team, led by Dr. Theodoros Zanos, previously created a predictive tool called “Let Sleeping Patients Lie” to determine if a hospitalized patient's vital signs could be safely skipped overnight, potentially reducing nursing workload by 20-25% per shift. - For ICU nurses transitioning to informatics, the American Nurses Credentialing Center (ANCC) offers the Informatics Nursing Certification (RN-BC). Eligibility generally requires a BSN, two years of full-time RN practice, recent continuing education in informatics, and a minimum of 2,000 hours of informatics nursing practice within the last three years. - A common frustration among ICU clinicians regarding health IT is the cognitive overload from an excessive number of technologies that are not well-integrated, leading to alarm fatigue and workflow disruptions. Poor user interfaces and fragmented data displays in EHRs are also frequently cited issues that can delay care and contribute to errors. - Interoperability standards like HL7 FHIR (Fast Healthcare Interoperability Resources) are crucial for enabling data exchange between different health IT systems, including EHRs like Epic. FHIR utilizes modern web technologies, such as RESTful APIs, to allow third-party applications to securely access and integrate health data, which is a key component of the 21st Century Cures Act. - Federal regulations from the Office of the National Coordinator for Health IT (ONC) and the Centers for Medicare & Medicaid Services (CMS) mandate the use of standardized APIs to prevent "information blocking" and improve patient access to their electronic health information. These rules require hospitals to send electronic notifications for patient admission, discharge, and transfer (ADT) events to other providers to improve care coordination. - To effectively bridge the gap between clinical and technical teams, an informatics nurse needs to leverage their clinical experience to analyze workflows and critically evaluate how technology impacts patient care. Key skills include not only technical proficiency but also strong interpersonal abilities for collaboration, training, and negotiation with stakeholders.