Aptan.ai provides comprehensive AI data services tailored to cardiovascular care, enabling the development of accurate, scalable, and clinically reliable cardiology AI solutions. Our services are built on deep clinical expertise, advanced annotation workflows, and strict compliance standards.
What We Provide
Cardiac Imaging Annotation
- Precise labeling of echocardiography, cardiac CT, CT angiography, and cardiac MRI
- Segmentation of cardiac chambers, valves, vessels, and myocardial regions
- Annotation of structural abnormalities, wall motion defects, and perfusion findings
ECG & Waveform Data Labeling
- Annotation of ECG, Holter, and telemetry data
- Classification of arrhythmias, conduction abnormalities, and ischemic patterns
- Beat-level and rhythm-level labeling for model training and validation
Clinical & EHR Data Structuring
- Labeling of cardiology-specific clinical notes, reports, and discharge summaries
- Structuring lab data such as troponin, lipid profiles, BNP, and blood pressure readings
- Annotation of patient history, risk factors, and treatment pathways
Disease Classification & Risk Modeling
- Labeling datasets for coronary artery disease, heart failure, valvular disorders, and cardiomyopathies
- Longitudinal data annotation to support outcome prediction and disease progression analysis
- Support for AI-driven risk stratification and preventive cardiology models
Multi-Modal Data Alignment
- Integration of imaging, waveforms, and clinical text into unified datasets
- Context-aware labeling to support advanced and foundation cardiovascular AI models
Quality Assurance & Clinical Validation
- Expert cardiologist-led review processes
- Multi-layer QA checks to ensure accuracy and consistency
- Secure, compliant, and audit-ready dataset delivery
Key Use Cases
- Arrhythmia detection and monitoring
- AI-assisted cardiac imaging interpretation
- Early detection of cardiovascular disease and risk prediction
- Remote patient monitoring and decision support systems
With clinically validated data and scalable workflows, Aptan.ai enables cardiovascular AI solutions that clinicians trust and patients rely on.