Sebastien Baur

Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

Shekoofeh Azizi, Laura Culp, Jan Freyberg et al. · Nature Biomedical Engineering · 2023 · 208 citations

Engineering, Machine Learning, Medical Imaging +14

Generating functional protein variants with variational autoencoders

Alex Hawkins‐Hooker, Florence Depardieu, Sebastien Baur et al. · PLoS Computational Biology · 2021 · 190 citations · Full text

Engineering, Machine Learning, Structural Bioinformatics +20

Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records

Nenad Tomašev, Natalie Harris, Sebastien Baur et al. · Nature Protocols · 2021 · 101 citations

Continuous-risk Models, Health Informatics, Machine Learning +12

Generating functional protein variants with variational autoencoders

Alex Hawkins‐Hooker, Florence Depardieu, Sebastien Baur et al. · 2020 · 34 citations · Full text

Engineering, Machine Learning, Genetics +20

Robust and Efficient Medical Imaging with Self-Supervision

Shekoofeh Azizi, Laura Culp, Jan Freyberg et al. · arXiv (Cornell University) · 2022 · 31 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23