Author

Melanie Dillon

University of Washington

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

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

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

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Chun-i WuORCID

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1 paper

Recent·Most cited

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

Chun-i Wu, Kalyan Banda, Rupali Arora, Thing Rinda Soong, Marc R. Radke, Melanie Dillon, Serena Nik‐Zainal, Elizabeth M. Swisher, 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.

bioRxiv · Sep 24, 2025 · PreprintBioinformatics