Author

Pablo E. Cingolani

AstraZeneca (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Research Focus:variant calling· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

David F. JenkinsiD· 1 shared Gerald J. SuniD· 1 shared Jonathan R. DryiD· 1 shared Zhongwu LaiiD· 1 shared

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2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

David F. JenkinsORCID

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1 paper

Recent·Most cited

Optimized data representation and convolutional neural network model for predicting tumor purity

Gerald J. Sun, David F. Jenkins, Pablo E. Cingolani, Jonathan R. Dry, Zhongwu Lai

Deep Purity (DePuty) uses convolutional neural networks to predict tumor purity from SNP-based copy number and minor allele frequency data without matched normals, outperforming existing methods with fewer samples.

bioRxiv · Oct 17, 2019 · PreprintBioinformatics