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Hippolyte De Swardt on Muck Rack

Hippolyte De Swardt

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Articles

Direct carbapenemase typing from disc diffusion antibiograms with MALCA (MAchine Learning CArbapenemase)

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By Cécile Emeraud, Yahia Benzerara, Alexandra Aubry, Nicolas Veziris, Agnès B. Jousset, Inès Rezzoug, Alice Pagès, Corentin Poignon, Rémy A. Bonnin, Mariette Matondo, Quentin Giai Gianetto, Laurent Dortet, Alexandre Godmer, Hippolyte De Swardt, Léna Latour, Sarah Ronsin
| Nature Verified
Abstract Carbapenemase-producing Enterobacterales (CPE) present limited therapeutic options. Optimal treatment requires identifying the carbapenemase type, often requiring confirmatory testing beyond routine susceptibility results. We develop MALCA, a machine-learning classifier that uses routine disc diffusion antibiogram results to directly detect CPE and identify the carbapenemase type.
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