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
click to edit
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