All Competitors

Every biological foundation model, evaluated and ranked by the bio.rodeo team

Showing 1–3 of 3 filtered models

  • MetFoundation

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    Hong Kong Baptist UniversityMay 20, 2026aging_clockcontrastive_learningdisease_risk_prediction+6

    Metabolomic foundation model pretrained on UK Biobank NMR metabolite profiles, reused with a frozen backbone for aging, subtyping, and disease risk.

    Metabolomics
    7Openness

  • Verily Multimodal EHR + Genomics Foundation Model

    —1—
    Verily Life SciencesOctober 24, 2025cross_attentiondisease_risk_predictionelectronic_health_records+7

    Multimodal EHR foundation model that fuses polygenic risk scores into a GPT-2-style backbone by cross-attention for zero-shot disease risk prediction.

    Language modelDNA & Gene
    8Openness

  • NormWear

    5822117
    University of California, San DiegoDecember 12, 2024disease_risk_predictionfoundation_modelmultimodal+5

    Multimodal foundation model for wearable physiological sensing across PPG, ECG, EEG, GSR, and IMU signals, using channel-aware attention.

    Biosignals
    77Openness