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1. METABRIC-Breast-Cancer-Survival-Analysis-Machine-Learning METABRIC-Breast-Cancer-Survival-Analysis-Machine-Learning Public

   An end-to-end data science and biostatistics pipeline on the METABRIC dataset. Features exploratory data analysis, stratified Kaplan-Meier curves, multivariate Cox models, and 5-year survival predi…

   Jupyter Notebook 2

2. tumor-dynamics-survival-modeling tumor-dynamics-survival-modeling Public

   Simulated pharmacometrics project: linking individual tumor dynamics to survival outcomes (two-stage vs. joint modeling approach)

   HTML 2

3. healthcare-fhir-integration healthcare-fhir-integration Public

   Python interoperability mini-project: consume a FHIR R4 REST API (Bundles, pagination, validation, SQLite) and convert HL7 v2 ADT messages to FHIR Patient, with tests, CI and an optional local LLM …

   Jupyter Notebook 1

4. malaria-microscopy-deep-learning malaria-microscopy-deep-learning Public

   End-to-end deep learning on 27,558 NIH blood smear images for malaria diagnosis: CNN vs transfer learning benchmark, clinically-framed evaluation (sensitivity/specificity/PPV/NPV/ROC-AUC), saliency…

   Jupyter Notebook 1

5. patient-pathway-analysis patient-pathway-analysis Public

   SQL & biostatistics pipeline on synthetic EHR data: window functions, chi-square/Mann-Whitney/Welch tests, OLS regression, and an interactive Streamlit dashboard for healthcare utilisation analysis.

   Jupyter Notebook