3D pyramidal densely connected network with cross-frame uncertainty guidance for intravascular ultrasound sequence segmentation.

Menghua XiaHongbo YangYi HuangYanan QuGuohui ZhouFeng ZhangYuanyuan WangMengyun Qiao

Published in: Physics in medicine and biology (2023)

The PDN-AC attained mean Jaccard values of 0.90/0.87 and HD values of 0.33/0.34 mm in EEM/LIB detection, preferable to state-of-the-art IVUS segmentation methods.

Keyphrases

deep learning
convolutional neural network
magnetic resonance imaging
coronary artery
loop mediated isothermal amplification
label free
machine learning
ultrasound guided
computed tomography
contrast enhanced ultrasound