Author

Maxwell Libbrecht

Simon Fraser University

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alpha Forna· 1 shared Amir Hosein Safari· 1 shared Hooman Zabeti· 1 shared Leonid ChindelevitchiD· 1 shared Nafiseh SedaghatiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alpha Forna

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1 paper

Recent·Most cited

Predicting drug resistance in M. tuberculosis using a Long-term Recurrent Convolutional Networks architecture

Amir Hosein Safari, Nafiseh Sedaghat, Hooman Zabeti, Alpha Forna, Leonid Chindelevitch, Maxwell Libbrecht

The paper predicts drug resistance in M. tuberculosis using a gene burden-based approach with a Long-term Recurrent Convolutional Network (LRCN) architecture, showing improved performance over existing methods.

bioRxiv · Nov 7, 2020 · PreprintBioinformatics