DPAM-PSPNet: ultrasonic image segmentation of thyroid nodule based on dual-path attention mechanism.

Shuhuan WangZhiqing LiLingmin LiaoChunquan ZhangJiali ZhaoLiang SangWei QianGuangyao PanLong HuangHe Ma

Published in: Physics in medicine and biology (2023)

The DPAM-PSPNet model can segment thyroid nodules in ultrasound images with little training data and generate accurate boundary regions for these nodules.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
magnetic resonance imaging
working memory
big data
electronic health record
machine learning
high resolution
virtual reality
computed tomography
mass spectrometry
contrast enhanced ultrasound