Author

Kalyan Banda

Fred Hutch Cancer CenterORCID 0000-0003-2581-6906Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Chun-i WuiD· 2 shared Elizabeth M. SwisheriD· 2 shared Heba SailemiD· 2 shared Marc R. RadkeiD· 1 shared Melanie Dillon· 1 shared Rupali AroraiD· 1 shared Serena Nik‐ZainaliD· 1 shared Thing Rinda SoongiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Chun-i WuORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsIEEE International Symposium on Biomedical Imaging (ISBI)Peer-reviewedApr 8, 2026

ADAPTIVE MULTI-SCALE GRAPH TRANSFORMER FRAMEWORK FORHISTOPATHOLOGICAL IMAGES

Chun-i Wu, Kalyan Banda, Elizabeth M. Swisher, Heba Sailem

The paper introduces an Adaptive Multi-Scale Graph Transformer (AMGT) for histopathological image classification, achieving better performance and efficiency than existing models.

DOI 10.1109/isbi61048.2026.11515631

imagingtransformer / foundation model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 24, 2025

HRDPath: An Explainable Multi-Model Deep Learning Architecture for Predicting Homologous Recombination Deficiency from Histopathology Images

Chun-i Wu, Kalyan Banda, Rupali Arora…·Heba Sailem

HRDPath predicts HRD status from HGSOC histopathology images using a multi-model deep learning architecture, achieving higher AUC and specificity than prior methods.

1 citation

humanimaging

𝕏 PostBluesky