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Nina Cheng
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 6
Top Topics
Gaussian Processes
Long Axis
Low Rank
Magnetic Resonance
Top Venues
Medical Image Anal.
EMBC
MICCAI (7)
MIUA
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Publications
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Nina Cheng
,
Rodrigo Bonazzola
,
Nishant Ravikumar
,
Alejandro F. Frangi
A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging.
MIUA
(2022)
Baiying Lei
,
Nina Cheng
,
Alejandro F. Frangi
,
Yichen Wei
,
Bihan Yu
,
Lingyan Liang
,
Wei Mai
,
Gaoxiong Duan
,
Xiucheng Nong
,
Chong Li
,
Jiahui Su
,
Tianfu Wang
,
Lihua Zhao
,
Demao Deng
,
Zhiguo Zhang
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal.
74 (2021)
Baiying Lei
,
Nina Cheng
,
Alejandro F. Frangi
,
Ee-Leng Tan
,
Jiuwen Cao
,
Peng Yang
,
Ahmed Elazab
,
Jie Du
,
Yanwu Xu
,
Tianfu Wang
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal.
61 (2020)
Nina Cheng
,
Alejandro Frangi
,
Zhiguo Zhang
,
Denao Deng
,
Lihua Zhao
,
Tianfu Wang
,
Yichen Wei
,
Bihan Yu
,
Wei Mai
,
Gaoxiong Duan
,
Xiucheng Nong
,
Chong Li
,
Jiahui Su
,
Baiying Lei
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis.
MICCAI (7)
(2020)
Nina Cheng
,
Ahmed El-Azab
,
Peng Yang
,
Dongdong Liu
,
Shuangzhi Yu
,
Tianfu Wang
,
Baiying Lei
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis.
EMBC
(2019)
Rian Huang
,
Jiajun Liang
,
Feng Jiang
,
Feng Zhou
,
Nina Cheng
,
Tianfu Wang
,
Baiying Lei
MelanomaNet: An Effective Network for Melanoma Detection.
EMBC
(2019)