Opens in a new windowOpens an external websiteOpens an external website in a new window
This website utilizes technologies such as cookies to enable essential site functionality, as well as for analytics, personalization, and targeted advertising purposes. To learn more, view the following link: Privacy Policy
Hospital capacity simulation solution aims to predict census, hospital capacity, and patient stay. This solution demonstrates a use-case for capacity planning and management in hospitals that deal with unprecedented surges in patients (e.g., COVID-19).
Outcome
The solution is offering weekly projections of patient-occupied hospital resources up to four weeks in the future. The projections are based on the current hospital occupancy trends as well as predictions of future cases for the selected geography.
Business Value
The hospital capacity simulation solution enables ward and facility optimization along with cost optimization and increased quality of patient care.
H2O's AI and Data Approaches
Hospital Capacity Simulator is powered by the H2O AI Cloud Driverless AI AutoML, and H2O.ai Wave. The data science approaches include time series, SEIRD, power growth, stacked ensembles, and multivariate probabilistic Monte Carlo simulations.
Resources
Healthcare
H2O and UCSF CDHI Interview with Healthcare IT Today
Get free, hands-on experience with the H2O AI Cloud. The H2O AI Cloud is an end-to-end platform that enables organizations to rapidly build world-class AI models and applications in the cloud or on premises.
We’re here to help you get started with H2O AI Cloud. Our demos will walk you through the capabilities of the platform and AI applications. We will help you determine how H2O AI Cloud can solve your organization’s specific challenges.