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Division of Health AI

Northwell Health

Clinical AI built with the data and clinicians of one of the largest health systems in the United States.

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Feinstein Institutes (opens in new tab)
Northwell Health (opens in new tab)
Zucker School of MedicineHofstra Northwell

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Institute of Health System Science
Institute of Bioelectronic Medicine
Manhasset, New York

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Nursing workforce optimization | Division of Health AI

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Operational AI

Nursing workforce optimization

4 researchers1 publication

DeepAR forecasting models predict nursing demand and attrition up to 12 months ahead, using historical demand and attrition data combined with demographic, role-related, and job-related features. Preemptive hiring strategy is estimated to save close to $10 million annually across just 10 of Northwell's 400+ units. Ongoing work clusters separation phenotypes to identify modifiable factors.

Team

Who’s working on this

Theodoros Zanos, PhDProfessor & AVP
Diego Gonzalez Garcia-TorresIT&S Project Coordinator
Todd Levy, MSSenior Biomedical Engineer
Nabil Ettehadi, PhDAI/ML Advisor

Publications · 1

Nursing workforce optimization

Who’s working on this

Related papers

An Artificial Intelligence-Based Probabilistic Forecasting Model for Predicting Nursing Workforce Demand in Hospital Units (opens in new tab)