A Deep Learning Approach to Antibiotic Discovery
2020 · Cell · 2,067 citations
https://doi.org/10.1016/j.cell.2020.01.021
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Regina Barzilay
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392
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Regina Barzilay is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Topic Modeling & Natural Language Processing Techniques & Computational Drug Discovery Methods. The author has an h-index of 89, co-authored 334 publications.
Papers by this author
worksAnalyzing Learned Molecular Representations for Property Prediction
2019 · Journal of Chemical Information and Modeling · 1,673 citations
https://doi.org/10.1021/acs.jcim.9b00237
De novo design of protein structure and function with RFdiffusion
2023 · Nature · 1,596 citations
https://doi.org/10.1038/s41586-023-06415-8
A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction
2019 · Radiology · 694 citations
https://doi.org/10.1148/radiol.2019182716
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
2022 · arXiv (Cornell University) · 317 citations
https://doi.org/10.48550/arxiv.2210.01776
Boltz-2: Towards Accurate and Efficient Binding Affinity Prediction
2025 · bioRxiv (Cold Spring Harbor Laboratory) · 286 citations
https://doi.org/10.1101/2025.06.14.659707
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