Cover Image

Virtual patient with temporal evolution for mechanical ventilation trial studies: a stochastic model approach

Background and objective: Healthcare datasets are plagued by issues of data scarcity and class imbalance. Clinically validated virtual patient (VP) models can provide accurate in-silico representations of real patients and thus a means for synthetic data generation in hospital critical care setting...

Full description

Saved in:
Bibliographic Details
Main Authors: Shuen Ang, Christopher Yew, Chiew, Yeong Shiong, Wang, Xin, Ooi, Ean Hin, Mat Nor, Mohd Basri, Cove, Matthew E., Chase, J. Geoffrey
Format: Article
Language:English
English
Published: Elsevier 2023
Subjects:
QA75 Electronic computers. Computer science
RC82 Medical Emergencies, Critical Care, Intensive Care, First Aid
Online Access:http://irep.iium.edu.my/105906/7/105906_Virtual%20patient%20with%20temporal%20evolution.pdf
http://irep.iium.edu.my/105906/13/105906_Virtual%20patient%20with%20temporal%20evolution%20for%20mechanical%20ventilation%20trial%20studies_Scopus.pdf
http://irep.iium.edu.my/105906/
https://www.sciencedirect.com/science/article/abs/pii/S0169260723003942?via%3Dihub
https://doi.org/10.1016/j.cmpb.2023.107728
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://irep.iium.edu.my/105906/7/105906_Virtual%20patient%20with%20temporal%20evolution.pdf
http://irep.iium.edu.my/105906/13/105906_Virtual%20patient%20with%20temporal%20evolution%20for%20mechanical%20ventilation%20trial%20studies_Scopus.pdf
http://irep.iium.edu.my/105906/
https://www.sciencedirect.com/science/article/abs/pii/S0169260723003942?via%3Dihub
https://doi.org/10.1016/j.cmpb.2023.107728

Similar Items