Reproducible 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 baseline shipped (test Micro F1 0.617, Macro F1 0.584); Bio_ClinicalBERT fine-tune loop validated locally; Databricks GPU run pending.
multi-label-classification azure-databricks mlops mlflow icd-10-cm clinical-nlp delta-lake healthcare-nlp mimic-iv databricks-asset-bundles bio-clinicalbert
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Updated
Apr 27, 2026 - Python