Author

T. Pecen

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Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

A. M. Blee· 1 shared B. Li· 1 shared J. A. Capra· 1 shared J. Meiler· 1 shared W. J. Chazin· 1 shared Z. D. Nagel· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperCancer Biology

A. M. Blee

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1 paper

Recent·Most cited

An active learning framework improves tumor variant interpretation

A. M. Blee, B. Li, T. Pecen, J. Meiler, Z. D. Nagel, J. A. Capra, W. J. Chazin

This study applies active learning to improve variant interpretation for tumor genomes, showing better performance than traditional methods in predicting variant effects on cancer treatment.

bioRxiv · Nov 8, 2021Cancer Biology