Xi Liu

Noise reduction in optical coherence tomography images using a deep neural network with perceptually-sensitive loss function

Bin Qiu, Zhiyu Huang, Xi Liu et al. · Biomedical Optics Express · 2020 · 107 citations · Full text

Convolutional Neural Network, Engineering, Advanced Imaging +24

A deep learning based pipeline for optical coherence tomography angiography

Xi Liu, Zhiyu Huang, Zhenzhou Wang et al. · Journal of Biophotonics · 2019 · 48 citations

Convolutional Neural Network, Engineering, Advanced Imaging +19

Pharmacodynamic Evaluation of Shenfu Injection in Rats With Ischemic Heart Failure and Its Effect on Small Molecules Using Matrix-Assisted Laser Desorption/Ionization–Mass Spectrometry Imaging

Hao Wu, Zhenfeng Dai, Xi Liu et al. · Frontiers in Pharmacology · 2019 · 26 citations · Full text

Adaptive classifier allows enhanced flow contrast in OCT angiography using a histogram-based motion threshold and 3D Hessian analysis-based shape filtering

Peng Li, Zhiyu Huang, Shanshan Yang et al. · Optics Letters · 2017 · 20 citations

Engineering, Flow Contrast Enhancement, Oct Angiography +22

Resolution-matched reflection mode photoacoustic microscopy and optical coherence tomography dual modality system

Xiaoyi Zhu, Zhiyu Huang, Ziyuan Li et al. · Photoacoustics · 2020 · 18 citations · Full text