Author

Antonio H. O. Fonseca

ORCID 0000-0001-7791-8010Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1

Frequent Co-Authors

Amy A. CaudyiD· 1 shared Cailum M. K. StienstraiD· 1 shared Circe HsuiD· 1 shared Martin WeissiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperPharmacology & Toxicology

Amy A. CaudyORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologybioRxivPreprintOct 30, 2026

Toxicity Prediction Tools Do Not Generalize to Novel Chemistry

Martin Weiss, Circe Hsu, Cailum M. K. Stienstra…·Antonio H. O. Fonseca

This study evaluates toxicity prediction tools on approved drugs, finding no method outperforms simple fingerprints, and highlighting the need for inputs beyond molecular structure.

DOI 10.64898/2026.10.26.761698

humanbenchmark study

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