Artificial Intelligence for Ultrasound Informative Image Selection of Metacarpal Head Cartilage. A Pilot Study

Artificial Intelligence for Ultrasound Informative Image Selection of Metacarpal Head Cartilage. A Pilot Study

Objectives: This study aims to develop an automatic deep-learning algorithm, which is based on Convolutional Neural Networks (CNNs), for ultrasound informative-image selection of hyaline cartilage at metacarpal head level. The algorithm performance and that of three beginner sonographers were compar...

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Bibliographic Details
Main Authors: Edoardo Cipolletta, Maria Chiara Fiorentino, Sara Moccia, Irene Guidotti, Walter Grassi, Emilio Filippucci, Emanuele Frontoni
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Medicine
Subjects:
hyaline cartilage
ultrasonography
metacarpal head
artificial intelligence
deep learning
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.589197/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2021.589197/full

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