Author

Pavan K. Kota

Rice UniversityORCID 0000-0001-7008-8405Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:CRISPR screen· 1 Approach:deep learning· 1

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Gang BaoiD· 1 shared Hoang-Anh VuiD· 1 shared Mingming CaoiD· 1 shared Richard G. BaraniukiD· 1 shared Yidan PaniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 28, 2021

The Need for Transfer Learning in CRISPR-Cas Off-Target Scoring

Pavan K. Kota, Yidan Pan, Hoang-Anh Vu…·Gang Bao

The paper develops a Siamese convolutional neural network for CRISPR-Cas off-target scoring and shows that transfer learning improves performance on a curated benchmark dataset.

3 citations

CRISPR screendeep learning

𝕏 PostBluesky