Artificial Intelligence in Head and Neck Imaging: A Glimpse into

Neuroimaging Clin. N. Am. · Aug 2020

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Artificial Intelligence in Head and Neck Imaging: A Glimpse into the Future.

Artificial intelligence, specifically machine learning and deep learning, is a rapidly developing field in imaging sciences with the potential to improve the efficiency and effectiveness of radiologists. This review covers common technical terms and basic concepts in imaging artificial intelligence and briefly reviews the application of these techniques to general imaging as well as head and neck imaging. Artificial intelligence has the potential to contribute improvements to all areas of patient care, including image acquisition, processing, segmentation, automated detection of findings, integration of clinical information, quality improvement, and research. Numerous challenges remain, however, before widespread imaging clinical adoption and integration occur.

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- Kyle Werth and Luke Ledbetter.
- Department of Radiology, University of Kansas Medical Center, 3901 Rainbow Boulevard, Mailstop 4032, Kansas City, KS 66160, USA.
- Neuroimaging Clin. N. Am. 2020 Aug 1; 30 (3): 359-368.
AbstractArtificial intelligence, specifically machine learning and deep learning, is a rapidly developing field in imaging sciences with the potential to improve the efficiency and effectiveness of radiologists. This review covers common technical terms and basic concepts in imaging artificial intelligence and briefly reviews the application of these techniques to general imaging as well as head and neck imaging. Artificial intelligence has the potential to contribute improvements to all areas of patient care, including image acquisition, processing, segmentation, automated detection of findings, integration of clinical information, quality improvement, and research. Numerous challenges remain, however, before widespread imaging clinical adoption and integration occur.Copyright © 2020 Elsevier Inc. All rights reserved.

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Artificial Intelligence in Head and Neck Imaging: A Glimpse into the Future.

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