Author

Martina Dettwiler

ORCID 0000-0001-9404-7122Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Organism:rat· 1

Frequent Co-Authors

Andrew H. SongiD· 1 shared Andrew ZhangiD· 1 shared Christine GoepfertiD· 1 shared Drew F. K. WilliamsoniD· 1 shared Faisal MahmoodiD· 1 shared Guillaume JaumeiD· 1 shared Javier AsíniD· 1 shared Jorge del PozoiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Andrew H. SongORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 20, 2024

Deep Learning-based Modeling for Preclinical Drug Safety Assessment

Guillaume Jaume, Simone de Brot, Andrew H. Song…·Faisal Mahmood

This paper introduces TRACE, a deep learning model for automated liver histopathology assessment in preclinical drug safety, achieving higher concordance than pathologists in lesion scoring and dose-response analysis.

5 citations

ratimaging

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