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Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction

IDER formulates image-based differential expression ranking to evaluate whether predicted spatial gene expression preserves contrast-specific DEG rankings, improving agreement and pathway overlap over reconstruction objectives.

Kaito Shiku, Kazuya Nishimura, Yasuhiro Kojima, Ryoma Bise

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5