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Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method

IEEE Transactions on Cognitive and Developmental Systems, 2022
Pneumothorax is common but a life-threatening thoracic disease, which is difficult to diagnose based on chest X-ray images due to its subtle characteristics and low contrast of the disease regions.
Xiyue Wang   +7 more
semanticscholar   +1 more source

Pneumothorax in Patients with Idiopathic Pleuroparenchymal Fibroelastosis: Incidence, Clinical Features, and Risk Factors

Respiration, 2021
Background: Idiopathic pleuroparenchymal fibroelastosis (PPFE) is a rare form of idiopathic interstitial pneumonia that is characterized by predominantly upper lobe pleural and subpleural lung parenchymal fibrosis.
M. Kono   +22 more
semanticscholar   +1 more source

Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists

IEEE journal of biomedical and health informatics, 2020
Pneumothorax is potentially a life-threatening disease that requires urgent diagnosis and treatment. The chest X-ray is the diagnostic modality of choice when pneumothorax is suspected. The computer-aided diagnosis of pneumothorax has received a dramatic
A. Tolkachev   +4 more
semanticscholar   +1 more source

CT-guided Lung Biopsy: Effect of Biopsy-side Down Position on Pneumothorax and Chest Tube Placement.

Radiology, 2019
Background Supine or prone positioning of the patient on the gantry table is the current standard of care for CT-guided lung biopsy; positioning biopsy side down was hypothesized to be associated with lower pneumothorax rate. Purpose To assess the effect
O. Drumm   +7 more
semanticscholar   +1 more source

Management of Spontaneous Pneumothorax and Post-Interventional Pneumothorax: German S3 Guideline

Respiration, 2018
In Germany, 10,000 cases of spontaneous pneumothorax are treated inpatient every year. The German Society for Thoracic Surgery, in co-operation with the German Society for Pulmonology, the German Radiological Society, and the German Society of Internal ...
J. Schnell   +14 more
semanticscholar   +1 more source

Enhanced Diagnosis of Pneumothorax with an Improved Real-Time Augmentation for Imbalanced Chest X-rays Data Based on DCNN

IEEE/ACM Transactions on Computational Biology & Bioinformatics, 2019
Pneumothorax is a common pulmonary disease that can lead to dyspnea and can be life-threatening. X-ray examination is the main means to diagnose this disease.
Yaqi Wang, Lingling Sun, Qun Jin
semanticscholar   +1 more source

Pneumothorax: Classification and Etiology.

Clinics in Chest Medicine, 2021
N. Huan, Calvin Sidhu, Rajesh Thomas
semanticscholar   +1 more source

Deep learning algorithm for surveillance of pneumothorax after lung biopsy: a multicenter diagnostic cohort study

European Radiology, 2020
Eui Jin Hwang   +9 more
semanticscholar   +1 more source

Predictors of pneumothorax and chest drainage after percutaneous CT-guided lung biopsy: A prospective study

European Radiology, 2020
E. Ruud   +5 more
semanticscholar   +1 more source

Application of deep learning–based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy

European Radiology, 2019
Sohee Park   +6 more
semanticscholar   +1 more source

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