An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

Timely and effective use of antimicrobial drugs can improve patient outcomes, as well as help safeguard against resistance development. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) is currently routinely used in clinical diagnostics for rapid species id...

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Bibliographic Details
Main Authors: Gaetan De Waele, Gerben Menschaert, Willem Waegeman
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2024-11-01
Series:eLife
Subjects:
recommender systems
MALDI-TOF MS
neural networks
antimicrobial resistance
Online Access:https://elifesciences.org/articles/93242
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