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Publications by Sjenet E. van Emst - de Vries

Quantifying Small Molecule Phenotypic Effects Using Mitochondrial Morpho-Functional Fingerprinting and Machine Learning

Scientific Reports

Multidisciplinary

English

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Single-Molecule Protein Fingerprinting Using Nanopores

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Functional Rescue of F508del-CFTR Using Small Molecule Correctors

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Using Machine Learning Methods and Structural Alerts for Prediction of Mitochondrial Toxicity

Molecular Informatics

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Functional Discrimination of Membrane Proteins Using Machine Learning Techniques

BMC Bioinformatics

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Quantifying Ultrasonic Mouse Vocalizations Using Acoustic Analysis in a Supervised Statistical Machine Learning Framework

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Metalearners for Estimating Heterogeneous Treatment Effects Using Machine Learning

Proceedings of the National Academy of Sciences of the United States of America

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Small-Molecule Modulators of Mitochondrial Channels as Chemotherapeutic Agents

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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

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Phenotypic Screen Identifies a Small Molecule Modulating ERK2 and Promoting Stem Cell Proliferation

Frontiers in Pharmacology

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