Author

Adrienne Hoarfrost

Rutgers, The State University of New JerseyORCID 0000-0003-1006-9661Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Research Focus:protein design· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Ariel Alejandro AptekmanniD· 1 shared Gonzalo Farfañuk· 1 shared Yana BrombergiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ariel Alejandro AptekmannORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedMay 11, 2022

Shedding Light on Microbial Dark Matter with A Universal Language of Life

Adrienne Hoarfrost, Ariel Alejandro Aptekmann, Gonzalo Farfañuk, Yana Bromberg

This paper introduces LookingGlass, a deep learning model for short-read DNA sequences that captures functional and evolutionary features, enabling tasks like identifying novel enzymes and predicting optimal temperatures.

66 citationstop 4%

DNA methylationwhole-genome sequencing

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