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Lung Diseases, Obstructive

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Artificial intelligence in diagnosis of obstructive lung disease: current status and future potential.

Current opinion in pulmonary medicine 29251699
PURPOSE OF REVIEW: The application of artificial intelligence in the diagnosis of obstructive lung diseases is an exciting phenomenon. Artificial intelligence algorithms work by finding patterns in data obtained from diagnostic tests, which can be us...
Algorithms Artificial Intelligence Breath Tests Diagnosis, Computer-Assisted Humans Lung Diseases, Obstructive Machine Learning Neural Networks, Computer Pattern Recognition, Automated Respiratory Function Tests Respiratory Sounds Tomography, X-Ray Computed
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Correlating exhaled aerosol images to small airway obstructive diseases: A study with dynamic mode decomposition and machine learning.

PloS one 30703132
BACKGROUND: Exhaled aerosols from lungs have unique patterns, and their variation can be correlated to the underlying lung structure and associated abnormities. However, it is challenging to characterize such aerosol patterns and differentiate their ...
Aerosols Algorithms Breath Tests Exhalation Humans Image Processing, Computer-Assisted Lung Diseases, Obstructive Machine Learning Male Middle Aged Principal Component Analysis Prognosis Support Vector Machine Tomography, X-Ray Computed
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