Lung Disease Prediction

Please complete all fields. All inputs are required for an accurate prediction.

Question	Input	Instructions
Age (years)		Enter age between 15–100 years
Gender (1 = Male, 2 = Female)	Male Female	Choose: Male = 1, Female = 2
Air Pollution Exposure		Rate 1–10 (higher = more exposure)
Alcohol Use		Rate 1–10 (higher = heavier use)
Dust Allergy		Rate 1–10
Occupational Hazards		Rate 1–10
Genetic Risk		Rate 1–10
Chronic Lung Disease		Rate 1–10
Balanced Diet		Rate 1–10 (higher = healthier diet)
Obesity		Rate 1–10
Smoking		Rate 1–10
Passive Smoker		Rate 1–10
Chest Pain		Rate 1–10
Cough with Blood		Rate 1–10
Fatigue		Rate 1–10
Weight Loss		Rate 1–10
Shortness of Breath		Rate 1–10
Wheezing		Rate 1–10
Swallowing Difficulty		Rate 1–10
Clubbing		Rate 1–10
Frequent Cold		Rate 1–10
Dry Cough		Rate 1–10
Snoring		Rate 1–10

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