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Publications by Caroline Vogels

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

Biophysical Journal

English

Functional Rescue of F508del-CFTR Using Small Molecule Correctors

Frontiers in Pharmacology

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

Molecular Informatics

Organic Chemistry

Computer Science Applications

Molecular Medicine

Structural Biology

English

Functional Discrimination of Membrane Proteins Using Machine Learning Techniques

BMC Bioinformatics

Applied Mathematics

Computer Science Applications

Structural Biology

Molecular Biology

English

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

Scientific Reports

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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

Cellular Physiology and Biochemistry

English

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

English

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

Frontiers in Pharmacology

English