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Pan Cancer Pan Treatment Model Reproducibility

This repository is a work in progress

This repository contains Jupyter notebooks and codes to reproduce the results and figures published in the paper "A pan-cancer, pan-treatment (PCPT) model for predicting drug responses from patient-derived xenografts with application to cancer types with sparse training data"

Graphical Abstract

Repository Structure

The repository is organized as follows:

  • notebooks: This folder contains Jupyter notebooks that cover all the code related to data pre-processing, PCPT models, processing the results and generating the figures.
  • data: This folder contains some input data for running the code in the notebooks.
  • results: This folder stores the output files generated by the notebooks.
  • figures: This folder stores the output figures generated by the notebooks

Issues

If you encounter any issues or have questions about the code or analysis, please open an issue on the GitHub repository.