♥ Heart Failure 30-Day Readmission Risk Prediction System | MIMIC-IV Real De-identified Dataset | 42,981 Patients
⚠️EXPERIMENTAL RESEARCH ONLY — Based on MIMIC-IV real de-identified clinical data. NOT for clinical decision-making, diagnosis, or treatment. Do not use for real patient care.
42,981
Total HF Patients
ICD-10: I50.x
19.8%
Readmission Rate
8,497 readmitted
20.9
Avg Diagnoses
Per admission
6.2d
Avg Hospital LOS
Length of stay
28.4%
Highest Risk Group
SNF discharge
71.3
Avg Patient Age
Elderly population
Readmission Rate by Age Group
Readmission Rate by Comorbidity
ICU vs No ICU
Discharge Destination
Insurance Type
Readmission by Clinical Procedure
DRG Severity vs Readmission Rate
Patient Profile LIVE
Comorbidities
Clinical Procedures
Medications
30-Day Readmission Risk
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Enter patient data
Fill in the patient profile and click Calculate Risk
⚠️ Experimental only — Not for clinical decisions
Live Risk Factor Contribution
What-If Scenarios
0.678
AUC-ROC Score
87%
Precision (No Readmit)
62%
Recall (Readmitted)
64%
Overall Accuracy
ROC Curve
AUC Improvement Journey
Feature Importance — Top 10
Confusion Matrix
End-to-End ML Pipeline — MIMIC-IV Heart Failure 30-Day Readmission