Ontology highlight
ABSTRACT:
SUBMITTER: Tong T
PROVIDER: S-EPMC7322684 | biostudies-literature | 2020 Sep
REPOSITORIES: biostudies-literature
Tong Tong T Huang Wenhui W Wang Kun K He Zicong Z Yin Lin L Yang Xin X Zhang Shuixing S Tian Jie J
Photoacoustics 20200521
Medical image reconstruction methods based on deep learning have recently demonstrated powerful performance in photoacoustic tomography (PAT) from limited-view and sparse data. However, because most of these methods must utilize conventional linear reconstruction methods to implement signal-to-image transformations, their performance is restricted. In this paper, we propose a novel deep learning reconstruction approach that integrates appropriate data pre-processing and training strategies. The ...[more]