Article
Agentomics: An Agentic System that Autonomously Develops Novel State-of-the-art Solutions for Biomedical Machine Learning Tasks
2026-01-30
Abstract excerpt
<h4>Motivation</h4> Extracting knowledge from biomedical data is crucial for advancing our understanding of biological systems and developing novel therapeutics. The quantity, quality, and resolution of biomedical data constantly evolves, requiring the automation of biomedical machine learning (ML). Existing Automated ML tools lack flexibility, while Large Language Models (LLMs) struggle to consistently deliver r...
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Identifiers and source
- Literature Corpus work
- 9c909e67-9865-5147-94d9-aae08804eedf
- DOI
- 10.64898/2026.01.27.702049