Assessing emphysema in CT scans of the lungs: Using machine learning, crowdsourcing and visual similarity

Engineering & Materials Science

• Computerized tomography 100%
• Convolutional neural networks 3%
• Costs 3%
• Crowdsourcing 95%
• Gases 2%
• Image analysis 4%
• Labeling 12%
• Labels 68%
• Machine learning 59%
• Medical imaging 4%
• Pathology 9%
• Pixels 3%
• Pulmonary diseases 5%
• Supervised learning 9%
• Tissue 7%