Marquet, Céline

Embeddings from protein language models predict conservation and variant effects

Marquet, C., Heinzinger, M., Olenyi, T., Dallago, C., Bernhofer, M., Erckert, K., Nechaev, D., & Rost, B. (2021) · Human Genetics

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 174

Embeddings from protein language models predict conservation and variant effects

Marquet, C., Heinzinger, M., Olenyi, T., Dallago, C., Bernhofer, M., Erckert, K., Nechaev, D., & Rost, B. (2021) · Human Genetics

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 174

Embeddings from protein language models predict conservation and variant effects

Marquet, C., Heinzinger, M., Olenyi, T., Dallago, C., Bernhofer, M., Erckert, K., & Rost, B. (2021) · Human Genetics

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 174

Expert-guided protein language models enable accurate and blazingly fast fitness prediction

Marquet, C., Schlensok, J., Abakarova, M., Rost, B., & Laine, E. (2024) · Bioinformatics

Genomics and Rare DiseasesMachine Learning in Bioinformatics

Cited by 33

Protein Embeddings Predict Binding Residues in Disordered Regions

Jahn, L. R., Marquet, C., Heinzinger, M., & Rost, B. (2024) · Scientific Reports

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 28

LambdaPP: Fast and accessible protein-specific phenotype predictions

Olenyi, T., Marquet, C., Heinzinger, M., Kröger, B., Nikolova, T., Bernhofer, M., Sändig, P., Schütze, K., Littmann, M., Mirdita, M., et al. (2022) · Protein Science

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 18

Alignment-based Protein Mutational Landscape Prediction: Doing More with Less

Abakarova, M., Marquet, C., Rera, M., Rost, B., & Laine, E. (2023) · Genome Biology and Evolution

Genomics and Rare DiseasesGenomics and Phylogenetic Studies

Cited by 14

TMVisDB: Annotation and 3D-visualization of transmembrane proteins

Olenyi, T., Marquet, C., Grekova, A., Houri, L., Heinzinger, M., Dallago, C., & Rost, B. (2024) · Journal of Molecular Biology

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 4

TMVisDB: Annotation and 3D-visualization of Transmembrane Proteins

Olenyi, T., Marquet, C., Grekova, A., Houri, L., Heinzinger, M., Dallago, C., & Rost, B. (2025) · Journal of Molecular Biology

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 4