Research publications
Browse published methods, study designs, validation results, and source references.
Resources & capabilities
A foundation for collaborative discovery.
Explore the research ecosystem, computational capabilities, and pathways to published methods and study-specific resources.
Research resources
Study portfolio
Explore clinical questions, research approaches, investigators, and linked papers.
Software, protocols & methods
Ask the team about study-specific code, protocols, and sharing arrangements. Availability varies by project.
Patents & translation
Explore selected technology areas and public intellectual property records.
Data ecosystem
Large-scale, multimodal research holdings.
Clinical records, imaging, ECGs, and environmental linkage support complementary perspectives on health and disease.
| Modality | Reported volume | Unit |
|---|---|---|
| Longitudinal patients | 3M+ | Patients represented in longitudinal clinical records |
| ECGs | 8M+ | ECG records |
| Cardiac CT studies | 200K+ | Cardiac CT studies |
| CMR studies | 60K+ | Cardiac MRI studies |
| Echocardiograms | 500K+ | Echocardiographic studies |
| Retinal scans | 500K+ | Retinal scans |
Source: figures reported on the existing C3PH website, accessed October 22, 2026. Counts are approximate and may overlap across modalities; they do not represent a fully paired multimodal cohort. Study-specific availability is assessed during collaboration planning.
Computational platform
From secure analysis to rigorous evaluation.
The C3PH computational ecosystem supports harmonization, phenotyping, model development, validation, and clinical translation research.
Data engineering
Clinical data harmonization, imaging pipelines, cohort development, and geospatial linkage.
Model development
Deep learning, foundation models, natural language processing, radiomics, and multimodal modeling.
Evaluation & translation
External validation, robustness and equity assessment, outcomes research, and clinical workflow evaluation.
Contact C3PH to discuss feasibility, approvals, data access requirements, and study-specific collaboration arrangements.
The next question starts here
What could we
What could we
see together?
Bring a clinical question, a computational approach, or a new perspective. Explore collaborative research and training with C3PH.