Healthcare ML & Data — payer/provider platforms · Clinical NLP on MIMIC · Azure Databricks · Python · PyTorch · Snowflake · dbt. MS DS, Northwestern.
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medicare-readmission-warehouse
medicare-readmission-warehouse PublicMedicare Advantage payer analytics on CMS DE-SynPUF: Snowflake + dbt medallion warehouse, HEDIS-style 30-day readmission measure, chronic condition cohort analytics (CHF/COPD/CKD/IHD/diabetes), dep…
Python
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mimic-icd-coder
mimic-icd-coder PublicReproducible end-to-end clinical NLP + MLOps pipeline for multi-label ICD-10 auto-coding on MIMIC-IV. Bronze→Silver→Gold→splits→train→evaluate, fully tested, CI-gated, DUA-compliant. TF-IDF + LR ba…
Python
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