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Releases: marislab/pdx-classification

Updated Data for Reproducible Analysis

04 Jan 14:58
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Release Version 1.1

2019 Gregory Way, Jo Lynne Rokita, and John Maris

We run the pipeline through using updated data deposited on figshare.

Reproducible Machine Learning Classifier Analysis

30 Oct 15:16
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Release Version 1.0

2018 Gregory Way, Jo Lynne Harenza, John Maris

This release includes a complete reproducible analysis pipeline for the application of supervised machine learning classifiers to detect Ras activation, NF1 inactivation, and TP53 inactivation in pediatric PDX RNAseq data.

The classifiers were originally trained on TCGA PanCanAtlas data (as described in Way et al. 2018 and Knijnenburg et al. 2018).