Author

Marwenie F. Petalcorin

Guy's and St Thomas' NHS Foundation Trust

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1

Frequent Co-Authors

Mark I.R. PetalcoriniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

BiochemistrybioRxivPreprintMay 13, 2025

AI-Guided Discovery of LDHA Inhibitors Targeting Cancer Metabolism Using Machine Learning and Generative Chemistry: An End-to-End Drug Discovery Pipeline

Marwenie F. Petalcorin, Mark I.R. Petalcorin

This paper develops an AI-driven drug discovery pipeline for LDHA inhibitors, identifying 100+ novel compounds with high inhibition potential and drug-like properties.

2 citations

metabolomicsdeep learning

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