Semmelweis-CRT

Machine Learning Based Prediction of Mortality in Patients Undergoing Cardiac Resynchronization Therapy

1 Evaluate Record

Single Patient Analysis

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The checkboxes next to the parameters set the values to "Unknown". If five or more features are unknown, results should be interpreted with caution.

Age at CRT Implantation (years)	Gender	Height (cm)	Weight (kg)
Systolic Blood Pressure (mmHg)	NYHA Classification	Etiology of Heart Failure	Left Ventricular Ejection Fraction (%)
Device Type

Hypertension

Diabetes Mellitus

Atrial Fibrillation Type

Hemoglobin (g/dL)	Lymphocyte (%)	Serum Sodium (mmol/L)	Total Cholesterol (mmol/L)
Serum Creatinine (µmol/L)	GFR (mL/min/1.73m^2)	Serum Uric Acid (µmol/L)	Serum Urea (mmol/L)
NT-proBNP (pmol/L)

2Results

Probability of survival at 1 year

Probability of survival at 2 years

Probability of survival at 3 years

Probability of survival at 4 years

Probability of survival at 5 years

Summary

Estimated Life Expectancy

Multiple Patient Analysis

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Download the results

The external validation of the SEMMELWEIS-CRT Score is encouraged, however, we advise physicians and researchers to contact us with any questions regarding the appropriate evaluation and interpretation of the results. We are also open to collaborations aiming external validation, further improvement in accuracy and international utilization of the Score.

Sample file

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ACE-I/ARB	Beta Blocker	Furosemide	Other Loop Diuretics
Thiazide Diuretics	Mineralocorticoid Receptor Antagonist	Statin	Amiodarone
Digitalis	Allopurinol

1 Evaluate Record

Single Patient Analysis

Demographics and Clinical Characteristics

Comorbidities

ECG

Laboratory Results

Medications

2Results

Summary

Estimated Life Expectancy

Multiple Patient Analysis