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Pancreatic Cancer Prediction

This repository contains the source code, data, and results for a machine learning pipeline to predict pancreatic cancer using demographic, plasma, and urinary biomarker data.

Directory Structure

  • data/: Contains raw and preprocessed data.
  • figures/: Stores generated figures.
  • results/: Contains saved models and predictions.
  • report/: PDF version of the final report.
  • src/: Source codes (Python files and Jupyter notebooks).

Requirements

The project was developed using Python 3.9. To replicate the environment, use the provided environment.yaml file:

conda env create -f environment.yaml
conda activate pancreatic-cancer-prediction

License

See LICENSE for details.