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Noorjahn Rawoot on Muck Rack

Noorjahn Rawoot

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Convolutional neural networks quantify antibiotic resistance in Mycobacterium tuberculosis with diagnostic grade accuracy and predict treatment response

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By Sanjana Kulkarni, Anna Green, Brendon C Mann, Samantha Malatesta, Nina Cesare, Shandukani Mulaudzi, Robin Warren, Karen R. Jacobson, Maha R. Farhat, Suchitra Kulkarni-Goodwin, Noorjahn Rawoot, MIC-ML Consortium
| Nature Verified
Abstract There is considerable interest in training machine learning (ML) models on genomic data that achieve clinical grade diagnostic accuracy. Many successful ML models have been trained and validated on binary tasks because predicting biomedically relevant continuous variables is difficult to optimize.
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