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This repository contains code and data to reproduce the results of our work on pancancer survival prediction from whole transcriptome data.

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PanCancer_ISDs

This repository contains the code and data to reproduce the results of our work on pancancer survival prediction from whole transcriptome data. Click here to download the data used in our paper.

Folder Description
Code Code to compute and analyze NMF of pancancer whole transcriptome data.
ISDEvaluation Code to compute and evaluate individual survival distributions.

All code and data are released under creative commons license CC BY-NC for non-commercial use. Please cite the following paper if you use our code and curated data.

Kumar et al. "Learning Individual Survival Models from PanCancer Whole Transcriptome Data – A Step Towards Personalised Medicine", accepted in Clinical Cancer Research, June 2023

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This repository contains code and data to reproduce the results of our work on pancancer survival prediction from whole transcriptome data.

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  • R 65.6%
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  • C++ 4.8%