Our proposed method is 10-100× times faster than existing methods, while providing results which are as accurate. Software implementing our method is freely available https://github.com/Roth-Lab/pyclone-vi .

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Cite This Study

Gillis et al. (Tue,) studied this question.

synapsesocial.com/papers/69debca440ea06567955946a https://doi.org/https://doi.org/10.1186/s12859-020-03919-2

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1Overfitting Bayesian Mixture Models with an Unknown Number of Components2015 · 59 citations
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4Tracking the Evolution of Non–Small-Cell Lung Cancer2017 · 2,426 citations
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PyClone-VI: scalable inference of clonal population structures using whole genome data | Synapse

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Overfitting Bayesian Mixture Models with an Unknown Number of Components2015 · 59 citations
2Pattern Recognition and Machine Learning2007 · 1,389 citations
3Statistical Comparisons of Classifiers over Multiple Data Sets2006 · 11,217 citations
4Tracking the Evolution of Non–Small-Cell Lung Cancer2017 · 2,426 citations
5The Life History of 21 Breast Cancers2012 · 1,532 citations