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MS-UMG: MALDI-TOF Mass Spectra and Resistance Information on Antimicrobials from University Medical Center Göttingen - MaRDI portal

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MS-UMG: MALDI-TOF Mass Spectra and Resistance Information on Antimicrobials from University Medical Center Göttingen

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DOI10.5281/zenodo.13911744Zenodo13911744MaRDI QIDQ6690780

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 10 October 2024



Description

During routine diagnostic procedures, we aggregated MALDI-TOF MS data of organisms isolated from clinical specimens from the University Medical Center Gttingen (UMG) in 2020 / 2021. We integrated these with corresponding antimicrobial susceptibility profiles. This amounted to 26,961 mass spectra and 26,961 corresponding metadata entries for the year 2020, and 50,381 mass spectra and 50,381 corresponding metadata entries for 2021, respectively. The dataset reflects 348 different species of bacterial and fungal organisms and 72 different antimicrobial susceptibility testing (AST) results. Please cite: Effect of Data Heterogeneity in Clinical MALDI-TOF Mass Spectra Profiles on Direct Antimicrobial Resistance Prediction through Machine Learning YoungjunPark,MichaelWeig,ChristineNoll,OliverBader,Anne-ChristinHauschild bioRxiv2024.10.18.617592;doi:https://doi.org/10.1101/2024.10.18.617592






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