HERO maps DNA methylation and miRNA to a 16-dimensional intent vector for TF-IDF caption retrieval and cosine-gated repair in VLM-based multi-task breast cancer prediction, claiming SOTA on TCGA-BRCA.
Wagner, Andrew H
3 Pith papers cite this work. Polarity classification is still indexing.
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Releases Pollen AI Atlas, a million-scale multimodal pollen microscopy dataset with expert-guided VLM captions and baseline benchmarks for recognition and cross-regional retrieval.
DECAT classifies multimodal representations into four diagnostic scenarios using null-referenced metrics and a rule-based procedure to detect shared biology versus confounders without knowing the confounder identity.
citing papers explorer
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HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-Task Breast Cancer Analysis
HERO maps DNA methylation and miRNA to a 16-dimensional intent vector for TF-IDF caption retrieval and cosine-gated repair in VLM-based multi-task breast cancer prediction, claiming SOTA on TCGA-BRCA.
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Million-scale multimodal pollen microscopy with expert-guided foundation models
Releases Pollen AI Atlas, a million-scale multimodal pollen microscopy dataset with expert-guided VLM captions and baseline benchmarks for recognition and cross-regional retrieval.