All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–9 of 9 filtered models
NeuroRAD-FM
———Neuro-oncology foundation model for brain tumor MRI, using distributionally robust pretraining for molecular subtyping and survival prediction.
Imaging23Openness3D-Neuro-SimCLR
913—Self-supervised foundation model for 3D brain MRI, learning transferable anatomical representations from unlabeled scans for disease classification.
Imaging74OpennessPulse-PPG
7345—Photoplethysmography foundation model pretrained on raw wearable signals from a field study, transferring across lab and field health tasks.
Biosignals64OpennessECGFM-KED
4352—Knowledge-enhanced ECG foundation model aligning a ResNet encoder with LLM-generated disease descriptions for zero- and few-shot interpretation.
Biosignals30Openness- Charité – Universitätsmedizin BerlinSeptember 11, 2024clinical_phenotypingcontrastive_learningcross_modal_retrieval+5
Multimodal contrastive model aligning clinical EEG with free-text reports, enabling zero-shot EEG classification from natural-language prompts.
BiosignalsLanguage model26Openness AnatCL
1820—Brain MRI foundation model family pretrained with anatomically informed contrastive learning for diagnosis and clinical score prediction.
Imaging71OpennessSSL-Wearables (HARNet)
162210—Self-supervised CNN pretrained on 700,000 person-days of UK Biobank accelerometer data for human activity recognition across devices and cohorts.
Biosignals28OpennessSelf-supervised 3D CT foundation model that extracts general-purpose tumor representations for cancer imaging biomarker discovery and prognosis.
Imaging92OpennessLVM-Med
217100—Self-supervised vision foundation model pretrained on 1.3M medical images via second-order graph matching, for segmentation and classification.
Imaging28Openness