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How far have we come? Artificial intelligence for chest radiograph interpretation
K Kallianos1, J Mongan1, S Antani2
1Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94143, USA.
Abstract:
Due to recent advances in artificial intelligence, there is renewed interest in automating interpretation of imaging tests. Chest radiographs are particularly interesting due to many factors: relatively inexpensive equipment, importance to public health, commonly performed throughout the world, and deceptively complex taking years to master. This article presents a brief introduction to artificial intelligence, reviews the progress to date in chest radiograph interpretation, and provides a snapshot of the available datasets and algorithms available to chest radiograph researchers. Finally, the limitations of artificial intelligence with respect to interpretation of imaging studies are discussed.
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