[HTML][HTML] Synthetic data generation methods in healthcare: a review on open-source tools and methods

VC Pezoulas, DI Zaridis, E Mylona… - Computational and …, 2024 - Elsevier
Synthetic data generation has emerged as a promising solution to overcome the challenges
which are posed by data scarcity and privacy concerns, as well as, to address the need for …

Generation of realistic virtual adult populations using a model-based copula approach

Y Guo, T Guo, CAJ Knibbe, LB Zwep… - … of Pharmacokinetics and …, 2024 - Springer
Incorporating realistic sets of patient-associated covariates, ie, virtual populations, in
pharmacometric simulation workflows is essential to obtain realistic model predictions …

[PDF][PDF] Statistical learning for complex data to enable precision medicine strategies

LB Zwep - 2023 - scholarlypublications …
Statistical learning for complex data to enable precision medicine strategies Statistical learning
for complex data to enable precision medicine strategies Zwep, LB Citation Zwep, LB (2023, pril …

[引用][C] Artificial Intelligence/Machine Learning: The New Frontier of Clinical Pharmacology and Precision Medicine

Q Liu, A Joshi, JF Standing… - Clinical Pharmacology …, 2024 - Wiley Online Library
Pharmacology & Therapeutics (CPT) is dedicated to AI/ML Innovations (Figure 1),
showcasing a wide range of opportunities for applying these technologies in clinical …