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AI in Drug Discovery - A Highly Opinionated Literature Review (Part II)

Practical Cheminformatics

Aside from some very brief demos on code generation and literature searches, mentions of LLM applications in preclinical research were scarce. The authors provided examples where GPT-4 could provide a SMILES string, IUPAC name, or descriptive text for a marketed drug. Most of the drug discovery examples were underwhelming.

Drugs 141
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Codon Digest: Discovering Antibiotics with Deep Learning

Codon

Read Programming inactive RNA-binding small molecules into bioactive degraders. He took products to market at prices people were willing to pay. The demos are this Sunday, June 4th! Molecular Therapy. Read Synthetic virology approaches to improve the safety and efficacy of oncolytic virus therapies. Nature Communications.

DNA 52
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Codon Digest: Discovering Antibiotics with Deep Learning

Codon

Read Programming inactive RNA-binding small molecules into bioactive degraders. He took products to market at prices people were willing to pay. The demos are this Sunday, June 4th! Molecular Therapy. Read Synthetic virology approaches to improve the safety and efficacy of oncolytic virus therapies. Nature Communications.

DNA 52