risk-adjustment

Open-source healthcare AI agent skills and life sciences agent skills. 42 skills for medical coding, risk adjustment, claims analytics, quality measures, genomics, imaging, and drug discovery across 13 HCLS domains.

Python toolkit for Medicaid claims data analysis — preprocessing, cleaning, risk adjustment (Elixhauser, CDPS-Rx), quality measures (PQI, BETOS, low-value care), and patient-level analytic file construction for MAX and TAF CMS data. Built on Dask for scalable processing of large-scale healthcare claims datasets.

Variable Life Adjusted Display and other risk-adjusted quality control charts

Presentation for NHSE Analytical Academy

Universal ICD-10/ICD-11 → CMS HCC mapping database with risk weights for V22/V24/V28, ESRD, and RxHCC models. Includes the first open-source ICD-11 → HCC bridge (17,280 codes).

Monorepo of 4 healthcare AI agent skills: chart review, HEDIS NLP, HCC NLP, HIPAA compliance. Install: npx skills add Yar177/medical-chart-review-skill --skill '*'

Python package for AHRQ Elixhauser Comorbidity Index risk adjustment (v2026.1)

Simple model of proposed measures for age/sex adjusted differences in A&E attendance by population

Presentation on risk stratification model

Using NWS data to risk-adjust emergency department admissions among the homeless

Healthcare Analytics Professional | Senior Financial Data Analyst | BS Data Analytics | SQL, SAS, Python, Power BI, Tableau

Beacon Health — independent third-party profile of a public API surface, by API Evangelist. Beacon Health (YC W26) is a San Francisco company building "AI employees" for primary care — autonomous agents that operate directly inside electronic health record systems the same way a human staff member does.

Moxe Health — independent third-party profile of a public API surface, by API Evangelist. Moxe Health is a United States healthcare data interoperability company, headquartered in Madison, Wisconsin, that operates the Clinical Data Clearinghouse for secure clinical data exchange between health plans (payers) and health systems (providers).

Medicare DeSYNPuf analysis Gamma regression cost modeling & risk adjustment, and multiple factor analysis exposing factors associated with health care spending

End-to-end Medicare risk adjustment analytics pipeline using dbt, DuckDB, and Python (pandas/matplotlib/seaborn).

This project analyses the performance of small, mid, and large cap funds from 2020 to 2023. Using linear regression, it calculates volatility and risk-adjusted returns based on closing indices data, providing insights into each fund's risk and performance.

This repository contains the R code used to produce the manuscript: 'Development and internal validation of a risk-adjustment model for postoperative morbidity in adults undergoing major elective colorectal surgery: the Perioperative Quality Improvement Programme – colorectal risk model'

Agentic auditor that flags unsubstantiated CMS-HCC risk-adjustment codes in clinical documentation, grounded against a deterministic Rust scoring engine as a verifiable oracle. Built on synthetic data.

Streamlit healthcare risk adjustment analytics app with synthetic payer data, suspect-member prioritization, provider action planning, and plan-level transfer simulation.

Charta Health — independent third-party profile of a public API surface, by API Evangelist. Charta Health is a healthcare AI company (founded 2023) that provides AI-powered medical chart review and autonomous coding for provider groups, FQHCs, MSOs, health systems, and payers.