Healthcare

Problem

Poor screening and delayed disease detection.

Problem Statement

Design a predictive model using patient data to detect early signs of chronic diseases, allowing immediate treatment and personalized preventive care.

Sample Data Source

Data Sources Open to the Public

WHO (World Health Organization)

NIH (National Institutes of Health)

CDC (Centers for Disease Control and Prevention)

Department of Health (DOH)

Philippine Statistics Authority (PSA)

Kaggle

World Health Organization (WHO)

Application of Data Analytics

Hospitals

Public Health Organizations


Insurance Companies


Objective

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Data Dictionary

RBC

SU

Albumin

PC

SG

PCC

BP limit

Bacteria

Age

Blood Glucose Random

BP (Diastolic)

Sodium

Blood Urea

Serum Creatinine

Potassium

Hemoglobin

Packed Cell Volume

Red Blood Cell Count

White Blood Cell Count

Hypertension

Diabetes Mellitus

Coronary Artery Disease

Appetite

Pedal edema

Anemia

Grf

Stage

Affected

Identify Risk factor of chronic kidney disease

Predict chronic kidney disease based on personal data