Author

Anne Louise Martel

University of TorontoORCID 0000-0003-1375-5501Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Alison CheungiD· 1 shared Dan WangiD· 1 shared Hubert TsuiiD· 1 shared Jianan CheniD· 1 shared Lydia LiuiD· 1 shared Wenchao Han· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alison CheungORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 6, 2022

General stain deconvolution of histopathology images with physics-guided deep learning

Jianan Chen, Lydia Liu, Wenchao Han…·Anne Louise Martel

This paper introduces PGDIPS, a physics-guided deep learning method for stain deconvolution in histopathology images, achieving better generalization and interpretability without training data.

1 citation

imagingdeep learning

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