Combining simulation models and machine learning in healthcare management: strategies and applications
Simulation models and artificial intelligence (AI) are largely used to address healthcare and
biomedical engineering problems. Both approaches showed promising results in the …
biomedical engineering problems. Both approaches showed promising results in the …
[HTML][HTML] A forecasting approach for hospital bed capacity planning using machine learning and deep learning with application to public hospitals
Abstract Hospital Bed Capacity (HBC) planning affects economic and social sustainability in
healthcare through bed capacity efficiency and medical treatment accessibility …
healthcare through bed capacity efficiency and medical treatment accessibility …
Optimizing inpatient bed management in a rural community-based hospital: a quality improvement initiative
BN Bartlett, NN Vanhoudt, H Wang… - BMC Health Services …, 2023 - Springer
Background Appropriate use of available inpatient beds is an ongoing challenge for US
hospitals. Historical capacity goals of 80% to 85% may no longer serve the intended …
hospitals. Historical capacity goals of 80% to 85% may no longer serve the intended …
Predictive Modeling of COVID-19 Intensive Care Unit Patient Flows and Nursing Complexity: A Monte Carlo Simulation Study
E Simoncini, A Jarry, A Moussion… - CIN: Computers …, 2023 - journals.lww.com
This study aimed to develop a Monte Carlo simulation model to forecast the number of ICU
beds needed for COVID-19 patients and the subsequent nursing complexity in a French …
beds needed for COVID-19 patients and the subsequent nursing complexity in a French …
Potilasvirran prosessi Pohjois-Karjalan hyvinvointialueen sairaalapalveluissa: kartoitus potilasvirran nykytilasta tilannekeskuksen tehtävänkuvan kehittämiseksi
E Rautiainen, H Utriainen - 2023 - theseus.fi
Soteuudistuksessa perustettiin hyvinvointialueita, joiden tehtävänä on muun muassa
kehittää saumattomia palveluja eri toimijoiden välille. Pohjois-Karjalan hyvinvointialueen …
kehittää saumattomia palveluja eri toimijoiden välille. Pohjois-Karjalan hyvinvointialueen …
[PDF][PDF] Healthcare Analytics
Y Mahmoudian, A Nemati, AS Safaei - researchgate.net
ABSTRACT Hospital Bed Capacity (HBC) planning affects economic and social
sustainability in healthcare through bed capacity efficiency and medical treatment …
sustainability in healthcare through bed capacity efficiency and medical treatment …