Automatic prostate segmentation from transrectal ultrasound images. - Yanyan Yu; Jieyu Cheng; Jizhou Li; Weifu Chen; Bernard Chiu (BioCAS, 2014)

Direct 3D segmentation of carotid plaques from 3D ultrasound images. - Jieyu Cheng; Yanyan Yu; Bernard Chiu (BioCAS, 2016)

Accurate quantification of local changes for carotid arteries in 3D ultrasound images using convex optimization-based deformable registration. - Jieyu Cheng; Wu Qiu; Jing Yuan 001; Aaron Fenster; Bernard Chiu (Image Processing, 2016)

Concise biomarker for spatial-temporal change in three-dimensional ultrasound measurement of carotid vessel wall and plaque thickness based on a graph-based random walk framework: Towards sensitive evaluation of response to therapy. - Bernard Chiu; Weifu Chen; Jieyu Cheng (Comput. Biol. Medicine, 2016)

AWM: Adaptive Weight Matting for medical image segmentation. - Jieyu Cheng; Mingbo Zhao; Minquan Lin; Bernard Chiu (Image Processing, 2017)

Carotid plaque segmentation from three-dimensional ultrasound images by direct three-dimensional sparse field level-set optimization. - Jieyu Cheng; Yimin Chen; Yanyan Yu; Bernard Chiu (Comput. Biol. Medicine, 2018)

Breast lesion classification based on supersonic shear-wave elastography and automated lesion segmentation from B-mode ultrasound images. - Yanyan Yu; Yang Xiao 012; Jieyu Cheng; Bernard Chiu (Comput. Biol. Medicine, 2018)

Matrix completion by deep matrix factorization. - Jicong Fan 001; Jieyu Cheng (Neural Networks, 2018)

Unbiased Atlas Construction for Neonatal Cortical Surfaces via Unsupervised Learning. - Jieyu Cheng; Adrian V. Dalca; Lilla Zöllei (ASMUS/PIPPI@MICCAI, 2020)

Cortical surface registration using unsupervised learning. - Jieyu Cheng; Adrian V. Dalca; Bruce Fischl; Lilla Zöllei (CoRR, 2020)

Cortical surface registration using unsupervised learning. - Jieyu Cheng; Adrian V. Dalca; Bruce Fischl; Lilla Zöllei; Alzheimer's Disease Neuroimaging Initiative (NeuroImage, 2020)