Article

ProMeta: A meta-learning framework for robust disease diagnosis and prediction from plasma proteomics

2026-01-30

Abstract excerpt

The plasma proteome offers a dynamic window of human health, capturing the real-time intersections between genetics and physiology. However, the application of deep learning to proteomics is currently hindered by a reliance on large-scale labeled datasets, rendering standard models ineffective for rare or novel diseases where patient samples are inherently scarce. Here, we present ProMeta, a meta-learning framewor...

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Literature Corpus work: eebd8855-5f34-5918-a29d-d871d14071bc
DOI: 10.64898/2026.01.28.702242

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