Machine learning, artificial intelligence and novel applications in diagnostic microbiology

10:45 AM • 1053 • Performance of Fourier-transform infrared spectroscopy typing: a monocentric study using a prospective two-year collection of 284 clinical extended-spectrum ß-lactamase-producing <em>Escherichia coli</em>, <em>Klebsiella pneumoniae</em> and <em>Enterobacter cloacae</em> complex isolates from three clinical wards with high risk of outbreaks > F. François GRAVEY (Caen) 10:50 AM • 1796 • &shy;&shy;&shy;Clinical validation of machine learning-based approach in multiplex digital PCR for accurate detection of carbapenem-resistant genes > L. Luca MIGLIETTA (London) 10:55 AM • 1980 • Rapid non-destructive and automated bacterial identification by image-based diffraction pattern analysis > J. Julien PEYROUX (La Tronche) 11:00 AM • 2010 • Validation of APAS independence (CCS) artificial intelligence (AI) algorithms to detect MRSA in a routine setup > S. Sophie KRIENKE (Cologne) 11:05 AM • 2022 • Usefulness of a new acid-fast bacilli detection method based on image analysis (virtual slide) > M. Matsumura MITSURU (Tokyo) 11:10 AM • 3039 • Nondestructive optical identification of pathogens on agar through laser backscattering > P. Pierre R. MARCOUX (Grenoble) 11:15 AM • 3590 • Artificial intelligence and large field, high-resolution lensless imaging for non-destructive, label-free identification directly on agar > P. Patrick SCHIAVONE (Grenoble) 11:20 AM • 3943 • CRISPR as a new typing tool for <em>Streptococcus agalactiae</em> invasive strains > A. Adeline PASTUSZKA (Tours) 11:25 AM • 435 • Validation of FTIR spectroscopy for high-throughput serotyping of <em>Streptococcus pneumoniae</em> > P-J. Pieter-Jan CEYSSENS (Brussels) 11:30 AM • 516 • Interpretive medical knowledge engines: a new service for pathologists to bridge the gap to clinicians > K-P. Klaus-Peter ADLASSNIG (Vienna) 11:35 AM • INT3 • Q&A/Discussion