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Publications by Lutgarde M. C. Buydens
Quantifying Small Molecule Phenotypic Effects Using Mitochondrial Morpho-Functional Fingerprinting and Machine Learning
Scientific Reports
Multidisciplinary
Interpretation and Visualization of Non-Linear Data Fusion in Kernel Space: Study on Metabolomic Characterization of Progression of Multiple Sclerosis
PLoS ONE
Multidisciplinary
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Single-Molecule Protein Fingerprinting Using Nanopores
Biophysical Journal
Biophysics
Functional Rescue of F508del-CFTR Using Small Molecule Correctors
Frontiers in Pharmacology
Pharmacology
Using Machine Learning Methods and Structural Alerts for Prediction of Mitochondrial Toxicity
Molecular Informatics
Organic Chemistry
Drug Discovery
Computer Science Applications
Molecular Medicine
Structural Biology
Functional Discrimination of Membrane Proteins Using Machine Learning Techniques
BMC Bioinformatics
Biochemistry
Applied Mathematics
Computer Science Applications
Structural Biology
Molecular Biology
Quantifying Ultrasonic Mouse Vocalizations Using Acoustic Analysis in a Supervised Statistical Machine Learning Framework
Scientific Reports
Multidisciplinary
Metalearners for Estimating Heterogeneous Treatment Effects Using Machine Learning
Proceedings of the National Academy of Sciences of the United States of America
Multidisciplinary
Small-Molecule Modulators of Mitochondrial Channels as Chemotherapeutic Agents
Cellular Physiology and Biochemistry
Physiology
Toward Performance-Diverse Small-Molecule Libraries for Cell-Based Phenotypic Screening Using Multiplexed High-Dimensional Profiling
Proceedings of the National Academy of Sciences of the United States of America
Multidisciplinary
Phenotypic Screen Identifies a Small Molecule Modulating ERK2 and Promoting Stem Cell Proliferation
Frontiers in Pharmacology
Pharmacology
