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  1. Phenotypes-of-CKD-after-AKI Phenotypes-of-CKD-after-AKI Public

    Jupyter Notebook

  2. Generalized-Additive-Mixed-Model Generalized-Additive-Mixed-Model Public

    Comparison between flat and multilevel models (GAM vs. GAMM)

  3. multilevel-prediction-hospital-length-of-stay multilevel-prediction-hospital-length-of-stay Public

    Code and models for predicting Length of Stay (LOS) using flat and multilevel modeling techniques. This repository includes implementation of Generalized Additive Models (GAM) and Generalized Addit…

    R

  4. MarzieAmiri.github.io MarzieAmiri.github.io Public

    HTML

  5. Hierarchical-models-comparison Hierarchical-models-comparison Public

    Comparing statistical, tree-based, and neural network approaches for hierarchical data.

    Python

  6. Bayesian-conformal-uncertainty-quantification Bayesian-conformal-uncertainty-quantification Public

    Hybrid Bayesian-conformal framework for uncertainty quantification in hierarchical healthcare data. Combines coverage guarantees with adaptive prediction intervals.

    Python