Author

Ruifemg Guo

Mayo Clinic in Florida

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

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Pathology· 1

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Approach:experimental assay· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Brenna C. NovotnyiD· 1 shared Chen WangiD· 1 shared Ellen L. GoodeiD· 1 shared Nicholas ChiaiD· 1 shared Peiliang LouiD· 1 shared Roopa Kumari· 1 shared Stacey J. WinhamiD· 1 shared Tianshu FengiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

Brenna C. NovotnyORCID

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1 paper

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