Deep Learning-Based Optical-Resolution Photoacoustic Microscopy for In Vivo 3D Microvasculature Imaging and Segmentation.
Huangxuan ZhaoJia HuangQiang ZhouNingbo ChenLiangjian LiuXinggang WangTao WangLeqing ChenChengbo LiuChuansheng ZhengFan YangPublished in: Adv. Intell. Syst. (2022)
Keyphrases
- deep learning
- image analysis
- confocal images
- high resolution
- optical coherence tomography
- image segmentation
- medical imaging
- unsupervised feature learning
- unsupervised learning
- low resolution
- image processing
- microscopy images
- segmentation algorithm
- intravascular ultrasound
- mental models
- machine learning
- super resolution
- level set
- segmentation method
- pattern recognition
- multiscale
- imaging modalities
- weakly supervised
- computer vision
- shape prior
- test images
- medical images
- decision process
- multiple objects
- energy function
- x ray
- active learning