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Related Experiment Video

Updated: May 14, 2026

Building Up a High-throughput Screening Platform to Assess the Heterogeneity of HER2 Gene Amplification in Breast Cancers

Building Up a High-throughput Screening Platform to Assess the Heterogeneity of HER2 Gene Amplification in Breast Cancers

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

Summary

This summary is machine-generated.

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.

Failed At:

2026-06-19T13:49:29.418802+00:00

Keywords:

HER2 score SimSiam image-to-image translation immunohistochemistry multi-task learning non-contrastive learning virtual staining

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