Publications by authors named "Lutgarde M C Buydens"
Page 1 of 1
Synopsis of recent research by authors named "Lutgarde M C Buydens"
- Lutgarde M C Buydens' research primarily focuses on the application of advanced statistical techniques and machine learning methods in the fields of chemistry and biology, particularly in relation to analyzing complex data sets such as mass spectrometry and flow cytometry.
- Recent studies include the implementation of linear mixed-effects models for better understanding of chemical relationships, the evaluation of the impact of measurement procedures on NIR spectrophotometry, and the development of convolutional neural networks for diagnosing brain disorders from MR spectroscopic imaging data.
- Buydens emphasizes the importance of appropriate data pre-processing, the use of novel methodologies for spatial analysis in mass spectrometry, and the integration of various analytical techniques to enhance the reliability and interpretability of experimental results.
