Author

Wenchao Han

Mayo Clinic

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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Bioinformatics· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Alison CheungiD· 1 shared Anne Louise MarteliD· 1 shared Brenna C. NovotnyiD· 1 shared Chen WangiD· 1 shared Dan WangiD· 1 shared Ellen L. GoodeiD· 1 shared Hubert TsuiiD· 1 shared Jianan CheniD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alison CheungORCID

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2 papers

Recent·Most cited

A human-in-the-loop explanation framework for morphologically transparent AI predictions from whole-slide images

Peiliang Lou, Yitan Zhu, Nicholas Chia, Roopa Kumari, William Yang, Yan Wang, Brenna C. Novotny, Stacey J. Winham, Ruifemg Guo, Ellen L. Goode, Yajue Huang, Wenchao Han, Tianshu Feng, Chen Wang

This paper introduces MorphoXAI, a human-in-the-loop framework for explaining AI predictions on whole-slide images, showing it provides accurate and interpretable histomorphological explanations at both global and local levels.

npj Digital Medicine · May 14, 2026Peer-reviewedPathology

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

Jianan Chen, Lydia Liu, Wenchao Han, Dan Wang, Alison Cheung, Hubert Tsui, 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.

bioRxiv · Dec 6, 2022 · PreprintBioinformatics