Coupling Machine Learning and High Throughput Multiplex Digital PCR Enables Accurate Detection of Carbapenem-Resistant Genes in Clinical Isolates

Rapid and accurate identification of patients colonised with carbapenemase-producing organisms (CPOs) is essential to adopt prompt prevention measures to reduce the risk of transmission. Recent studies have demonstrated the ability to combine machine learning (ML) algorithms with real-time digital P...

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Autores principales: Luca Miglietta, Ahmad Moniri, Ivana Pennisi, Kenny Malpartida-Cardenas, Hala Abbas, Kerri Hill-Cawthorne, Frances Bolt, Elita Jauneikaite, Frances Davies, Alison Holmes, Pantelis Georgiou, Jesus Rodriguez-Manzano
Formato: article
Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
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Acceso en línea:https://doaj.org/article/0a7847a7d8ce458e8ac77c290dce8603
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