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...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English English |
| Published: |
Elsevier
2023
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| Subjects: | |
| 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 |
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