Jieyu Cheng

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Matrix Factorization

Unsupervised Learning

Cortical Surface

Ultrasound Images

Top Venues

Comput. Biol. Medicine

Medical Imaging: Image Processing

Publications

Jieyu Cheng, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Alzheimer's Disease Neuroimaging Initiative
Cortical surface registration using unsupervised learning. NeuroImage 221 (2020)
Jieyu Cheng, Adrian V. Dalca, Lilla Zöllei
Unbiased Atlas Construction for Neonatal Cortical Surfaces via Unsupervised Learning. ASMUS/PIPPI@MICCAI (2020)
Jieyu Cheng, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei
Cortical surface registration using unsupervised learning. CoRR (2020)
Jieyu Cheng, Yimin Chen, Yanyan Yu, Bernard Chiu
Carotid plaque segmentation from three-dimensional ultrasound images by direct three-dimensional sparse field level-set optimization. Comput. Biol. Medicine 94 (2018)
Jicong Fan, Jieyu Cheng
Matrix completion by deep matrix factorization. Neural Networks 98 (2018)
Yanyan Yu, Yang Xiao, Jieyu Cheng, Bernard Chiu
Breast lesion classification based on supersonic shear-wave elastography and automated lesion segmentation from B-mode ultrasound images. Comput. Biol. Medicine 93 (2018)
Jieyu Cheng, Mingbo Zhao, Minquan Lin, Bernard Chiu
AWM: Adaptive Weight Matting for medical image segmentation. Medical Imaging: Image Processing (2017)
Jieyu Cheng, Wu Qiu, Jing Yuan, Aaron Fenster, Bernard Chiu
Accurate quantification of local changes for carotid arteries in 3D ultrasound images using convex optimization-based deformable registration. Medical Imaging: Image Processing (2016)
Bernard Chiu, Weifu Chen, Jieyu Cheng
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. Comput. Biol. Medicine 79 (2016)
Jieyu Cheng, Yanyan Yu, Bernard Chiu
Direct 3D segmentation of carotid plaques from 3D ultrasound images. BioCAS (2016)
Yanyan Yu, Jieyu Cheng, Jizhou Li, Weifu Chen, Bernard Chiu
Automatic prostate segmentation from transrectal ultrasound images. BioCAS (2014)