2020 - Discovery of halicin, the first new antibiotic compound for 30 years,
Deep Learning; Pharmacology
About This Innovation
* Barzilay was member of the team that discovered halicin, the first new antibiotic compound for 30 years * The discovery was made using deep learning, a subset of machine learning methods based on neural networks with representation learning * The adjective "deep" refers to the use of multiple layers in the network.
The Invention
Systems & methods for predicitng chemical reactions; Translating text to, merging & optimizing graphical user interface tasks; System & method for document collection, grouping, & summarization; Multi-document summarization system & method
Key Information
Category:
Deep Learning; Pharmacology
Completion Status:
done
Patent Number:
10622098;9189254;8176418;7366711
Co-Inventor:
Connor Wilson Coley; Klavs F. Jensen; Tommi S. Jaakkola; Wengong Jin; Nathaniel Kushman; Satchuthananthavale R. Kuhan Branavan; Dina Katabi; Martin C. Rinard; Kathleen R. McKeown; Dave Evans; Vasileios Hatzwassaloglou; Judith Klavans; Ani Nenkova; Barry Schiffman
Patent Information
Patent Number: 10622098;9189254;8176418;7366711
Technical Specifications
Systems & methods for predicitng chemical reactions; Translating text to, merging & optimizing graphical user interface tasks; System & method for document collection, grouping, & summarization; Multi-document summarization system & method
Collaboration
Co-Inventor: Connor Wilson Coley; Klavs F. Jensen; Tommi S. Jaakkola; Wengong Jin; Nathaniel Kushman; Satchuthananthavale R. Kuhan Branavan; Dina Katabi; Martin C. Rinard; Kathleen R. McKeown; Dave Evans; Vasileios Hatzwassaloglou; Judith Klavans; Ani Nenkova; Barry Schiffman
