DilatedFormer: dilated granularity transformer network for placental maturity grading in ultrasound

DilatedFormer: dilated granularity transformer network for placental maturity grading in ultrasound

Placental maturity grading (PMG) is often utilized for evaluating fetal growth and maternal health. Currently, PMG often relied on the subjective judgment of the clinician, which is time-consuming and tends to incur a wrong estimation due to redundancy and repeatability of the process. The existing...

Full description

Bibliographic Details
Main Authors: Yunzhu Wu, Yijun Yang, Lei Zhu, Zhenyan Han, Hong Luo, Xue Xue, Weiming Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Physics
Subjects:
transformer
dilated convolution
deep learning on ultrasound images
placental maturity grading frontiers
medical image analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2023.1239400/full

Internet

https://www.frontiersin.org/articles/10.3389/fphy.2023.1239400/full

Similar Items