Kardia
Developer of a clinical SaaS platform that combines EHR-based deep learning and cardiac MRI image analysis to predict 1-year mortality or severe decompensation in heart failure patients. The platform processes cardiac MRI DICOM files, computes regional left-ventricular strain metrics, and ensembles imaging and EHR models to produce clinician-facing risk outputs embedded into clinical workflows.
Industries
Nr. of Employees
small (1-50)
Products
SaMD prognostic platform for heart failure (EHR + MRI)
A software medical device combining EHR-derived risk predictions and MRI-based contractile modeling to estimate 1-year risk of mortality or severe decompensation in patients with heart failure.
SaMD prognostic platform for heart failure (EHR + MRI)
A software medical device combining EHR-derived risk predictions and MRI-based contractile modeling to estimate 1-year risk of mortality or severe decompensation in patients with heart failure.
Services
Cardiac MRI processing and prognostic reporting (SaaS)
Cloud service that processes cardiac MRI DICOM studies to compute regional strain metrics, generate visualization and quantitative reports, and deliver outputs to clinical records via API.
Cardiac MRI processing and prognostic reporting (SaaS)
Cloud service that processes cardiac MRI DICOM studies to compute regional strain metrics, generate visualization and quantitative reports, and deliver outputs to clinical records via API.
Expertise Areas
- Heart failure prognostic modeling
- Cardiac MRI image analysis and strain quantification
- EHR data analytics and large-scale deep learning
- SaMD (Software-as-a-Medical-Device) development and deployment
Key Technologies
- Ensemble deep learning models
- Cardiac MRI DICOM processing
- Tissue tagging and DENSE MRI techniques
- Regional left-ventricular multiparametric strain analysis