Combining simulation and machine learning for the management of healthcare systems-Reference-Cited by-同舟云学术

Combining simulation and machine learning for the management of healthcare systems

Published:2022-10-26 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
language:
Short-container-title:

Author:

Ricciardi Carlo¹,Cesarelli Giuseppe²,Ponsiglione Alfonso Maria¹,Tommasi Gianmaria De¹,Cesarelli Mario¹,Romano Maria¹,Improta Giovanni³,Amato Francesco¹

Affiliation:

1. University of Naples, ’Federico II’,Dept. of Electrical Engineering and Information Technology,Naples,Italy

2. University of Naples, ’Federico II’,Dept. of Chemical, Materials and Production Engineering,Naples,Italy

3. University of Naples, ’Federico II’,Dept. of Public Health,Naples,Italy

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9967443/9967445/09967526.pdf?arnumber=9967526

Reference35 articles.

1. Binarised regression tasks: methods and evaluation metrics

2. A study of cross-validation and bootstrap for accuracy estimation and model selection;kohavi;IJCAI,1995

3. What is a support vector machine?

4. Greedy function approximation: a gradient boosting machine;friedman;Annals of Statistics,2001

5. Emergency Department Capacity Planning: A Recurrent Neural Network and Simulation Approach

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Comparative Analysis of Machine Learning Techniques in Creating Virtual Replicas for Healthcare Simulations;Advances in Business Information Systems and Analytics;2024-02-02

2. Combined mechanistic modeling and machine-learning approaches in systems biology – A systematic literature review;Computer Methods and Programs in Biomedicine;2023-10

3. A Managerial Approach to Investigate Fall Risk in a Rehabilitation Hospital;Applied Sciences;2023-07-04