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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. This repo details the training of a random forest and neural network model for classification with improved predictiv…

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2. Protein-Family-Classification Protein-Family-Classification Public

   A deep learning-based approach to classify amino acid sequences into protein families, utilising both Bidirectional LSTM and Transformer architectures, with a focus on the PFam dataset.

   Jupyter Notebook

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.

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