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Updated: May 14, 2026

Building Up a High-throughput Screening Platform to Assess the Heterogeneity of HER2 Gene Amplification in Breast Cancers
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Published on: December 5, 2017

HER2 Score-Aware Virtual Immunohistochemistry via Non-Contrastive Multi-Task Translation

Hyunsu Jeong1, Chiho Yoon2, Jaewoo Kim3

  • 1Graduate School of Artificial Intelligence, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea.

Diagnostics (Basel, Switzerland)
|May 13, 2026
PubMed
Summary

A new non-contrastive multi-task (NCMT) framework generates virtual HER2 immunohistochemistry (IHC) images from H&E slides. This score-aware approach aids in precise breast cancer HER2 assessment in digital pathology.

Keywords:
HER2 scoreSimSiamimage-to-image translationimmunohistochemistrymulti-task learningnon-contrastive learningvirtual staining

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