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1. COUGHVID COUGHVID Public

   Deep learning models for detecting upper respiratory tract infections using the COUGHVID cough audio dataset. Includes CNN and LSTM architectures trained on mel-spectrograms with spectral augmentat…

   Jupyter Notebook

2. Air2Lung Air2Lung Public

   SQL and Python pipeline for analyzing the impact of air pollution and lifestyle factors on lung disease using a synthetic UK cohort.

   Python

3. Stroke2Work Stroke2Work Public

   Stroke2Work analyzes return-to-work and health outcomes in stroke survivors, using statistical models to identify patient subgroups most likely to benefit, optimize work reintegration timing, and s…

   R

4. Phenotype_Prediction Phenotype_Prediction Public

   Streamlined toolkit for predicting human phenotypes from UK Biobank using tree-based ensembles and linear models. Load high-dimensional SNP and covariate data, select variants via Random Feature Se…

   Python

5. CKD-Patient-Profiling CKD-Patient-Profiling Public

   Reproducible pipeline for unsupervised proteomic clustering in chronic kidney disease using UMAP and Gaussian Mixture Models, with downstream Random Forest and LASSO feature selection, pathway enri…

   R