Author

Hongyi Duanmu

Stony Brook UniversityORCID 0000-0002-5707-0515Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Emiel A. M. JansseniD· 1 shared Fusheng WangiD· 1 shared George TeodoroiD· 1 shared Hongxiao LiiD· 1 shared Jun KongiD· 1 shared Keerthi GogineniiD· 1 shared Preeti D. SubhedariD· 1 shared Ritu AnejaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Emiel A. M. JanssenORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedAug 13, 2022

A Spatial Attention Guided Deep Learning System for Prediction of Pathological Complete Response Using Breast Cancer Histopathology Images

Hongyi Duanmu, Shristi Bhattarai, Hongxiao Li…·Jun Kong

This paper develops a deep learning system to predict pathological complete response in TNBC patients using histopathology images and biomarkers, achieving 93% accuracy.

47 citations

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