chip-clonal-hematopoiesis-agent - CHIP Detection and Risk Stratification
Detect CHIP mutations, stratify malignancy and cardiovascular risk using genomic and clinical data
Tags
Updated: 2026-03-22Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Identify CHIP mutations
- Predict malignancy risk
- Estimate CVD risk
- Track clone size
- Classify CCUS status
- Filter ctDNA variants
Inputs
- Blood sequencing data
- Blood count data
- Patient clinical history
- Patient age
Outputs
- CHIP status report
- Mutation details
- Malignancy risk score
- CVD risk score
- Monitoring plan
Requirements
- Python 3.10+
- Variant annotation software
- Survival analysis libraries
- CHIC ML model weights