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  1. ML-Biobank-MajorBleed ML-Biobank-MajorBleed Public

    The ORBIT-AF score is a widely-used clinical scoring system for major bleeding. I trained a random forest and neural network learning model to produce a classifier with improved predictive capabili…

    Jupyter Notebook

  2. DataAnonymisation-CDM DataAnonymisation-CDM Public

    Anonymising clinical data using k-anonymity, cryptographic hashing, data banding, perturbation, and AES encryption for secure data management.

    Jupyter Notebook 1

  3. DengueDynamicsBrazil DengueDynamicsBrazil Public

    Spatio-temporal analysis of dengue fever incidence in Brazil from 2015-2019, exploring associations with climatic factors and regional patterns.

  4. UKBB-Multilayer-CVD-Predict UKBB-Multilayer-CVD-Predict Public

    Using Structural Causal Modeling to identify causative pathways for CVD risk prediction in the UK Biobank study. Inclusive of pre-processing, imputation, and analysis workflows.

    TeX