Pneumothorax is usually diagnosed by a radiologist on a chest x-ray, and can sometimes be very difficult ... A) First we classify the Chest X-Rays as either No Pneumothorax Present (Label:0) or ...

or most horrifying—it may occur for no obvious reason at all. On some occasions, a collapsed lung can be a life-threatening event. Pneumothorax is usually diagnosed by a radiologist on a chest x-ray, ...

Chest radiography to check the ... The lung marking sign is useful for differentiate pneumothorax from the other conditions, but in the emphysema and bullous disease, the lung marking can be vanished.

He was admitted to the emergency department after 6 days of sudden onset of dyspnoea, left pleuritic chest pain, palpitations and dry cough, with progressive worsening. The patient had no evident ...

Chest X-ray,Convolutional Neural Network,Multi-label,Pneumothorax,5-fold Cross-validation,Air Embolism,Anatomical Landmarks,Atelectasis,Attention Block,Attention ...