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Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.

, , , , , , , , and . J. Biomed. Informatics, (August 2023)

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A comparison of three computational modelling methods for the prediction of virological response to combination HIV therapy., , , , , , , , , and 6 other author(s). Artif. Intell. Medicine, 47 (1): 63-74 (2009)Structured Proportional Jump Processes., , , , and . UAI, page 172-181. AUAI Press, (2014)A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1., , , , , , , , and . CoRR, (2023)The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms., , , , , , , , and . CoRR, (2022)Regional Tree Regularization for Interpretability in Deep Neural Networks., , , , , , , and . AAAI, page 6413-6421. AAAI Press, (2020)Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1., , , , , , , , and . CoRR, (2023)Statistical Comparison of Machine Learning Techniques for Treatment Optimisation of Drug-Resistant HIV-1., , and . CBMS, page 427-432. IEEE Computer Society, (2007)Regional Tree Regularization for Interpretability in Black Box Models., , , , , , , and . CoRR, (2019)High CD45 expression of CD8+ and CD4+ T cells correlates with the size of HIV-1 reservoir in blood, , , , , , and . Scientific Reports, 10 (1): 20425-- (2020)RegaDB: community-driven data management and analysis for infectious diseases., , , , , , , , , and 22 other author(s). Bioinform., 29 (11): 1477-1480 (2013)