PUBLICATIONS

  • Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P Fisher-Hoch, Joseph B Mccormick. A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions. Computer Methods and Programs in Biomedicine.
    https://doi.org/10.1016/j.cmpb.2024.108058
Julian Carvajal Rico_Proposed graph neural neteork model
  • Syed Hasib Akhter Faruqui, Adel Alaeddini, Jing Wang, Susan P Fisher-Hoch, Joseph B Mccormick, Julian Carvajal Rico. A Model Predictive Control Functional Continuous Time Bayesian Network for Self-Management of Multiple Chronic Conditions. Preprint:
    https://doi.org/10.48550/arXiv.2205.13639
JULIAN CARVAJAL RICO_Overall_Graph_MPC
  • Julian Carvajal Rico, Adel Alaeddini, Syed Hasib Akhter Faruqui, Susan P Fisher-Hoch, Joseph B Mccormick. A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network. Preprint:
    https://doi.org/10.48550/arXiv.2409.13671 (IEEE Journal of Biomedical and Health Informatics, submitted)
JULIAN CARVAJAL RICO_GVAE_LR-GNN_V2
  • Julian Carvajal Rico, Adel Alaeddini, Kiran Bhaganagar, Logan Heck, Aiden GarciaRubio. A Deep Learning Approach for Predicting the Effect of Leeway Object Shape on the Drift Characteristics. (IEEE Journal of Oceanic Engineering, submitted).