no code implementations • 31 Aug 2023 • Jalmari Tuominen, Eetu Pulkkinen, Jaakko Peltonen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
In this study, we document the performance of a set of advanced ML models in forecasting ED occupancy 24 hours ahead.
no code implementations • 22 Jan 2023 • Jalmari Tuominen, Teemu Koivistoinen, Juho Kanniainen, Niku Oksala, Ari Palomäki, Antti Roine
We showed that the software could predict next hour crowding with a nominal AUC of 0. 98 and 24 hour crowding with an AUC of 0. 79 using simple statistical models.