All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–6 of 6 filtered models
A parameter-efficient (5.6M) multimodal foundation model that fuses fMRI time series with diffusion-MRI structural connectivity for brain dynamics analysis.
ImagingBiosignals71OpennessFetalCLIP
6615—Mohamed bin Zayed University of Artificial Intelligence +1 otherFebruary 20, 2025classificationcontrastive_learningfoundation_model+7A CLIP-based vision-language foundation model for fetal ultrasound, pretrained on 210,035 image-caption pairs for plane classification, biometry, anomaly detection, and segmentation.
Imaging13OpennessUSFM
346100—A universal ultrasound foundation model pretrained on 2M+ multi-organ images via spatial-frequency masked image modeling, enabling label-efficient segmentation, classification, and enhancement.
Imaging22OpennessLVM-Med
21796—Self-supervised vision foundation model pretrained on ~1.3M medical images via second-order graph matching, transferable across 15 medical imaging tasks.
Imaging28OpennessPCRLv2
10082—Self-supervised pre-training framework for medical image analysis that unifies pixel restoration with contrastive feature comparison across 2D and 3D modalities.
Imaging71OpennessModels Genesis
782398—Self-supervised 3D pretrained models that learn anatomical representations from unlabeled medical scans for transfer learning to segmentation and classification tasks.
Imaging20Openness