Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2020 Mar;13(1):6-19.
doi: 10.1007/s12194-019-00552-4. Epub 2020 Jan 2.

AI-based computer-aided diagnosis (AI-CAD): the latest review to read first

Affiliations
Review

AI-based computer-aided diagnosis (AI-CAD): the latest review to read first

Hiroshi Fujita. Radiol Phys Technol. 2020 Mar.

Abstract

The third artificial intelligence (AI) boom is coming, and there is an inkling that the speed of its evolution is quickly increasing. In games like chess, shogi, and go, AI has already defeated human champions, and the fact that it is able to achieve autonomous driving is also being realized. Under these circumstances, AI has evolved and diversified at a remarkable pace in medical diagnosis, especially in diagnostic imaging. Therefore, this commentary focuses on AI in medical diagnostic imaging and explains the recent development trends and practical applications of computer-aided detection/diagnosis using artificial intelligence, especially deep learning technology, as well as some topics surrounding it.

Keywords: Artificial intelligence (AI); Computer-aided detection/diagnosis (CAD); Convolutional neural network; Deep learning; Machine learning; Medical image recognition.

PubMed Disclaimer

References

    1. Radiol Phys Technol. 2017 Sep;10(3):257-273 - PubMed
    1. Radiology. 2016 Feb;278(2):563-77 - PubMed
    1. Abdom Radiol (NY). 2019 Jun;44(6):1960-1984 - PubMed
    1. JAMA. 2017 Dec 12;318(22):2199-2210 - PubMed
    1. Radiology. 2019 Feb;290(2):305-314 - PubMed

MeSH terms

LinkOut - more resources