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

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Recent·Most cited

BioinformaticsbioRxivPreprintNov 7, 2020

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

Amir Hosein Safari, Nafiseh Sedaghat, Hooman Zabeti…·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.

DOI 10.1101/2020.11.07.372136

whole-genome sequencingdeep learning

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