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Article

Multimodal Contrastive Alignment of Histopathology and Bulk Transcriptomics in Breast Cancer

2026-05-27

Abstract excerpt

<title>Abstract</title> <p> <italic>Routine H&E histopathology slides are widely available for breast cancer patients, whereas transcriptomic profiling remains more costly and less routinely accessible. This gap limits the scalability of molecularly informed precision oncology. We propose a diagnosis-label-free contrastive learning framework that aligns tumor-region H&E histopathology features with matched bulk...

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Literature Corpus work
ec0c8d14-3cce-5f13-84df-cdbf2674c959
DOI
10.21203/rs.3.rs-9817623/v1
Open publication

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Multimodal Contrastive Alignment of Histopathology and Bulk Transcriptomics in Breast CancerDOI 10.21203/rs.3.rs-9817623/v1
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