Machine learning, artificial intelligence and novel applications in diagnostic microbiology

Friday, July 9, 2021
4. Diagnostic bacteriology & general microbiology, 1-hour Mini Oral Flash
S53 10:45 AM > 11:45 AM Machine learning, artificial intelligence and novel applications in diagnostic microbiology 4. Diagnostics

10:45 AM 1053 Performance of Fourier-transform infrared spectroscopy typing:&nbsp;&nbsp;a monocentric study using a prospective two-year collection of 284 clinical extended-spectrum &beta;-lactamase-producing&nbsp;<em>Escherichia coli</em>,&nbsp;<em>Klebsiella pneumoniae</em>&nbsp;and&nbsp;<em>Enterobacter cloacae</em>&nbsp;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&nbsp;of&nbsp;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

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