enhanced_symptom_tree_with_measures.csv

Primary Symptom,Follow-up Question,Possible Diseases,Probability Scores,Disease Explanation,Recommended Measures
Chest pain,How severe is it? (Mild/Moderate/Severe),Cardiomegaly|Pneumothorax|Mass,0.4|0.3|0.3,Cardiomegaly: Enlarged heart; Pneumothorax: Collapsed lung; Mass: Possible lung tumor,"Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms. | Pneumothorax: Oxygen therapy, needle aspiration/chest tube if large, avoid high altitude/scuba diving. | Mass: Biopsy for malignancy, surgery/chemotherapy if cancerous, quit smoking."
Chest pain,Is it sharp or dull?,Cardiomegaly|Pneumothorax|Mass,0.5|0.3|0.2,,"Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms. | Pneumothorax: Oxygen therapy, needle aspiration/chest tube if large, avoid high altitude/scuba diving. | Mass: Biopsy for malignancy, surgery/chemotherapy if cancerous, quit smoking."
Chest pain,Does it worsen when breathing?,Pneumothorax|Mass,0.6|0.4,,"Pneumothorax: Oxygen therapy, needle aspiration/chest tube if large, avoid high altitude/scuba diving. | Mass: Biopsy for malignancy, surgery/chemotherapy if cancerous, quit smoking."
Chest pain,Do you feel pressure or tightness?,Cardiomegaly,0.7,,"Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Chest pain,Do you have a history of heart disease?,Cardiomegaly,0.8,,"Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Shortness of breath,When does it occur? (At rest / During activity / Both),Effusion|Atelectasis|Edema|Cardiomegaly,0.2|0.2|0.3|0.3,Effusion: Fluid buildup in lungs; Atelectasis: Lung collapse; Edema: Fluid overload in lungs; Cardiomegaly: Heart-related breathing issue,"Effusion: Identify & treat cause, thoracentesis if severe, monitor respiratory distress. | Atelectasis: Deep breathing exercises, airway clearance therapy, treat infections. | Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues. | Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Shortness of breath,Do you also feel dizzy or faint?,Edema|Cardiomegaly,0.6|0.4,,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues. | Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Shortness of breath,Is it worse when lying down?,Edema,0.7,,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues."
Shortness of breath,Do you have a history of lung disease?,Emphysema|Fibrosis,0.6|0.4,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Cough,Is it dry or with mucus?,Pneumonia|Fibrosis|Consolidation|Effusion,0.4|0.2|0.3|0.1,Pneumonia: Lung infection; Fibrosis: Scarring in lungs; Consolidation: Lung tissue filled with fluid; Effusion: Fluid around lungs,"Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases. | Consolidation: Treat infection, chest physiotherapy, follow-up X-rays. | Effusion: Identify & treat cause, thoracentesis if severe, monitor respiratory distress."
Cough,How long have you had it? (Days/Weeks/Months),Pneumonia|Fibrosis,0.6|0.4,,"Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Cough,Do you have fever or chills?,Pneumonia,0.7,,"Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe."
Cough,Do you have a history of smoking?,Emphysema|Fibrosis,0.7|0.3,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Fever,How high is the fever? (Below 100°F / Above 100°F),Pneumonia|Effusion|Edema,0.5|0.3|0.2,Pneumonia: Infection; Effusion: Inflammatory fluid; Edema: Fluid overload,"Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Effusion: Identify & treat cause, thoracentesis if severe, monitor respiratory distress. | Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues."
Fever,Are you also experiencing chills?,Pneumonia,0.8,,"Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe."
Fever,Do you have a history of recurrent infections?,Fibrosis|Effusion,0.5|0.5,,"Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases. | Effusion: Identify & treat cause, thoracentesis if severe, monitor respiratory distress."
Fatigue,Do you feel tired even after resting?,Edema|Hernia|Cardiomegaly,0.4|0.3|0.3,Edema: Fluid overload; Hernia: Organ protrusion; Cardiomegaly: Heart-related fatigue,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues. | Hernia: Avoid heavy lifting, maintain healthy weight, surgery if severe. | Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Fatigue,Have you lost weight recently?,Emphysema|Fibrosis,0.6|0.4,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Fatigue,Do you have a history of anemia or chronic illness?,Edema|Cardiomegaly,0.6|0.4,,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues. | Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Wheezing or noisy breathing,Do you also have chest tightness?,Emphysema|Pneumonia|Fibrosis,0.4|0.3|0.3,Emphysema: Airway obstruction; Pneumonia: Infection; Fibrosis: Lung scarring,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Wheezing or noisy breathing,Is it worse at night?,Emphysema|Fibrosis,0.5|0.5,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Wheezing or noisy breathing,Do you have asthma or allergies?,Emphysema|Fibrosis,0.7|0.3,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Fibrosis: Anti-fibrotic medication, oxygen therapy, pulmonary rehab, lung transplant in extreme cases."
Swelling in legs or ankles,Is it more on one side or both?,Edema|Cardiomegaly,0.6|0.4,Edema: Fluid retention; Cardiomegaly: Poor heart circulation,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues. | Cardiomegaly: Manage BP & cholesterol, reduce salt, regular monitoring, seek emergency care for severe symptoms."
Swelling in legs or ankles,Does it get better with rest?,Edema,0.7,,"Edema: Low-sodium diet, diuretics, emergency care for severe breathing issues."
Bluish skin (Cyanosis),Do your lips or fingertips turn blue?,Emphysema|Pneumonia|Atelectasis,0.4|0.3|0.3,Emphysema: Low oxygen levels; Pneumonia: Infection; Atelectasis: Lung collapse,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Atelectasis: Deep breathing exercises, airway clearance therapy, treat infections."
Bluish skin (Cyanosis),Does it worsen with exertion?,Emphysema|Pneumonia|Atelectasis,0.5|0.3|0.2,,"Emphysema: Quit smoking, use inhalers/bronchodilators, pulmonary rehab, oxygen therapy if needed. | Pneumonia: Antibiotics (if bacterial), rest, hydration, fever management, hospitalization if severe. | Atelectasis: Deep breathing exercises, airway clearance therapy, treat infections."