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Discrete Calibrated Survival

This repository provides the code to "Deep Learning-Based Discrete Calibrated Survival Prediction". A novel deep learning survival analysis approach called DCS. We also include the original paper and its supplemental material in this repository.

Usage

Virtual Environment

This repository was developed with python 3.8.7. Install the requirements.txt via pip install -r 'requirements.txt to use the package.

Output

example.ipynb is a place to start using this repository. It trains and evaluates different survival models with the following output: