mzLearn: A Data-driven LC/MS Signal Detection Algorithm


  • Zero-parameter design: No prior knowledge or QC samples are required.
  • Scalability: Capable of handling large-scale datasets.


mzEmbed: First-in-class Generative Models for Metabolomics


  • Pre-trained models: Capture metabolite representations associated with demographic and clinical variables.
  • Fine-tune models: Tailor pre-trained models to excel in specific downstream tasks.

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