Author

Shangying Liang

Beihang University

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

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Alexander ArnoldiD· 1 shared Artem ShmatkoiD· 1 shared Darui JiniD· 1 shared David A. HorstiD· 1 shared Moritz GerstungiD· 1 shared Thomas G. P. GrünewaldiD· 1 shared Xiangzhi BaiiD· 1 shared

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2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Alexander ArnoldORCID

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1 paper

Recent·Most cited

BioengineeringNature CommunicationsPeer-reviewedApr 9, 2024

Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides

Darui Jin, Shangying Liang, Artem Shmatko…·Xiangzhi Bai

The paper develops MILTS, a teacher-student framework for predicting PDL1 expression from H&E slides using weakly supervised learning, achieving high AUC scores across multiple tumor types.

30 citations

humanbulk RNA-seq

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