Hospital Management For Chest-Xray Pneumonia Classification The app is built following hospital management system model. The machine learning functions: Admin update the patient profile include patient's chest-xray. Model will predict and return result with suggestion therapy. Doctor view the patient profile later, see the chest-xray, suggestion therapy and modify them if it's necessary.