Author

R. H. Gindra

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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Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Approach:graph neural network· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

D. T. Merrick· 1 shared E. J. Burks· 1 shared E. J. Green· 1 shared J. E. Beane· 1 shared M. E. Reid· 1 shared S. A. Mazzilli· 1 shared V. B. Kolachalama· 1 shared Y. Zheng· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperPathology

D. T. Merrick

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1 paper

Recent·Most cited

Graph perceiver network for lung tumor and bronchial premalignant lesion stratification from histopathology

R. H. Gindra, Y. Zheng, E. J. Green, M. E. Reid, S. A. Mazzilli, D. T. Merrick, E. J. Burks, V. B. Kolachalama, J. E. Beane

This paper introduces GRAPE-Net, a graph-based model that stratifies bronchial premalignant lesions using histopathology images, showing improved classification accuracy for lung cancer subtypes.

bioRxiv · Oct 16, 2023Pathology