Author

Victor Alexandre Padilha

Universidade de São PauloORCID 0000-0002-8060-0350Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:machine learning (classical)· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

André C. P. L. F. de CarvalhoiD· 1 shared Omer S. AlkhnbashiiD· 1 shared Rolf BackofeniD· 1 shared Shiraz Ali ShahiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

André C. P. L. F. de CarvalhoORCID

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1 paper

Recent·Most cited

BioinformaticsGigaSciencePeer-reviewedJun 1, 2020

CRISPRCasIdentifier: Machine learning for accurate identification and classification of CRISPR-Cas systems

Victor Alexandre Padilha, Omer S. Alkhnbashi, Shiraz Ali Shah…·Rolf Backofen

The paper introduces a machine learning approach to identify and classify CRISPR-Cas systems by combining regression and classification models to improve protein cascade quality and subtype prediction.

63 citations

bacteria (other)whole-genome sequencing