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.
Batch-effect correction methods for MALDI-TOF spectra in clinical AMR prediction workflows
Combining Mass Spectrometry and Machine Learning Models for Predicting Klebsiella pneumoniae Antimicrobial Resistance: A Multicenter Experience from Clinical Isolates in Italy
A deep learning model for MALDI-TOF MS classification predication.
MALDI-TOF Result Analyzer for SNU506 by physcopatens12
Catalog of sklearn-compatible deep learning classifiers for MALDI-TOF binned spectra
MaldiSuite - a Python ecosystem for MALDI-TOF spectral processing and analysis in antimicrobial resistance research
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