Comprehensive toolkit for MALDI-TOF mass spectrometry data preprocessing for antimicrobial resistance (AMR) prediction purposes
This JupyterNotebook-based code implements a Mass Spectrometry Imaging (MSI) visualiser tool that allows researchers to explore molecular distributions across various samples for MALDI and DESI images using imzml file.
Combining Mass Spectrometry and Machine Learning Models for Predicting Klebsiella pneumoniae Antimicrobial Resistance: A Multicenter Experience from Clinical Isolates in Italy
Batch-effect correction methods for MALDI-TOF spectra in clinical AMR prediction workflows
A deep learning model for MALDI-TOF MS classification predication.
Catalog of sklearn-compatible deep learning classifiers for MALDI-TOF binned spectra
MALDI-TOF Result Analyzer for SNU506 by physcopatens12
MaldiSuite - a Python ecosystem for MALDI-TOF spectral processing and analysis in antimicrobial resistance research
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