Understanding artificial intelligence based radiology studies: What is overfitting?

Authors

Simukayi Mutasa MD, Lehigh Valley Health NetworkFollow
Shawn Sun
Richard Ha

Publication/Presentation Date

9-1-2020

Abstract

Artificial intelligence (AI) is a broad umbrella term used to encompass a wide variety of subfields dedicated to creating algorithms to perform tasks that mimic human intelligence. As AI development grows closer to clinical integration, radiologists will need to become familiar with the principles of artificial intelligence to properly evaluate and use this powerful tool. This series aims to explain certain basic concepts of artificial intelligence, and their applications in medical imaging starting with a concept of overfitting.

Volume

65

First Page

96

Last Page

99

ISSN

1873-4499

Published In/Presented At

Mutasa, S., Sun, S., & Ha, R. (2020). Understanding artificial intelligence based radiology studies: What is overfitting?. Clinical imaging, 65, 96–99. https://doi.org/10.1016/j.clinimag.2020.04.025

Disciplines

Diagnosis | Medicine and Health Sciences | Other Analytical, Diagnostic and Therapeutic Techniques and Equipment | Radiology

PubMedID

32387803

Department(s)

Department of Radiology and Diagnostic Medical Imaging

Document Type

Article