Papers Pneumothorax Detection
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Regulating AI Adaptation: An Analysis of AI Medical Device Updates
While the pace of development of AI has rapidly progressed in recent years, the implementation of safe and effective regulatory frameworks has lagged behind. In particular, the adaptive nature of AI models presents uniqu…
MarketingPneumothorax DetectionMobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and interpreted ultrasonography at the patient's bedside. Interpreting these images requires a high level of expertise, which may not be available during eme…
Pneumothorax DetectionFrom Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning
Chest X-ray (CXR) datasets hosted on Kaggle, though useful from a data science competition standpoint, have limited utility in clinical use because of their narrow focus on diagnosing one specific disease. In real-world …
Federated LearningPneumonia DetectionPneumothorax DetectionAutomatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review
Among various medical imaging tools, chest radiographs are the most important and widely used diagnostic tool for detection of thoracic pathologies. Research is being carried out in order to propose robust automatic diag…
DiagnosticPneumothorax DetectionSystematic Literature ReviewDeep Learning for Pneumothorax Detection and Localization in Chest Radiographs
Pneumothorax is a critical condition that requires timely communication and immediate action. In order to prevent significant morbidity or patient death, early detection is crucial. For the task of pneumothorax detection…
Deep LearningMultiple Instance LearningPneumothorax DetectionAutomated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images
Pneumothorax is a relatively common disease, but in some cases, it may be difficult to find with chest radiography. In this paper, we propose a novel method of detecting pneumothorax in chest radiography. We propose an e…
Pneumothorax Detection