chip-clonal-hematopoiesis-agent - CHIP Detection and Risk Stratification Agent
Detect CHIP mutations, stratify malignancy risk, and predict cardiovascular risk using genomic and clinical data
Tags
Updated: 2026-03-22Capabilities
Typical Inputs
Typical Outputs
What this skill does
- detect clonal mutations
- calculate malignancy risk
- assess cardiovascular risk
- classify CHIP variants
- track clone dynamics
- filter ctDNA variants
Inputs
- blood sequencing data
- CBC data
- clinical history
- patient demographics
- age information
Outputs
- CHIP status
- mutation details
- malignancy risk score
- cardiovascular risk score
- clinical recommendations
- monitoring plan
Requirements
- Python 3.10+
- variant annotation tools
- CHIC model weights