MIMIC Clinical Analytics

Project reports and dashboard analysis for the MIMIC-IV demo lakehouse pipeline on Databricks with Power BI.

Pipeline

Project Report

Medallion architecture, ETL pipeline, data source, Gold layer, DAX measures, and technologies.

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Synthesis

Executive Conclusion

Cross-domain analysis of all five Gold views — population, clinical profile, medications, operations, and recommendations.

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Dashboard 1 of 4

Hospital Overview

Executive Overview page — KPIs, admissions, LOS, readmissions, insurance. Verified against vw_admission_overview.

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Dashboard 2 of 4

Diagnosis Analysis

Primary vs secondary ICD diagnoses, comorbidity patterns, demographics, and LOS by condition. Verified against vw_diagnosis_analysis.

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Dashboard 3 of 4

Medication Analysis

Prescription volume, top drugs, administration routes, drug types, and duration. Verified against vw_prescription_analysis.

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Dashboard 4 of 4

Hospital Operations

Patient transfers, care unit flow, event types, and procedure volumes. Verified against vw_transfer_analysis + vw_procedure_analysis.

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Live

Power BI Dashboard

Interactive published dashboard — 4 pages: Hospital Overview, Diagnosis, Medication, Operations.

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