Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. - Nina Cheng; Ahmed El-Azab; Peng Yang 011; Dongdong Liu; Shuangzhi Yu; Tianfu Wang 001; Baiying Lei (EMBC, 2019)

MelanomaNet: An Effective Network for Melanoma Detection. - Rian Huang; Jiajun Liang; Feng Jiang; Feng Zhou 003; Nina Cheng; Tianfu Wang 001; Baiying Lei (EMBC, 2019)

Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. - Nina Cheng; Alejandro Frangi; Zhiguo Zhang 001; Denao Deng; Lihua Zhao; Tianfu Wang 001; Yichen Wei; Bihan Yu; Wei Mai; Gaoxiong Duan; Xiucheng Nong; Chong Li; et al. (MICCAI (7), 2020)

Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. - Baiying Lei; Nina Cheng; Alejandro F. Frangi; Ee-Leng Tan; Jiuwen Cao; Peng Yang 011; Ahmed Elazab; Jie Du 001; Yanwu Xu 001; Tianfu Wang 001 (Medical Image Anal., 2020)

Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. - 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 001; et al. (Medical Image Anal., 2021)

A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging. - Nina Cheng; Rodrigo Bonazzola; Nishant Ravikumar; Alejandro F. Frangi (MIUA, 2022)

Synthesising 3D Cardiac CINE-MR Images and Corresponding Segmentation Masks using a Latent Diffusion Model. - Nina Cheng; Zhengji Liu; Yash Deo; Haoran Dou; Ning Bi; Kun Wu; Fengming Lin; Zeike A. Taylor; Nishant Ravikumar; Alejandro F. Frangi (ISBI, 2024)

Few-Shot Learning in Diffusion Models for Generating Cerebral Aneurysm Geometries. - Yash Deo; Fengming Lin; Haoran Dou; Nina Cheng; Nishant Ravikumar; Alejandro F. Frangi; Toni Lassila (ISBI, 2024)

GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation. - Fengming Lin; Yan Xia 002; Michael MacRaild; Yash Deo; Haoran Dou; Qiongyao Liu; Nina Cheng; Nishant Ravikumar; Alejandro F. Frangi (ISBI, 2024)

3D Multi-Modal Feature Interaction Fusion Network for Early Alzheimer's Disease Diagnosis. - Gege Cai; Zhenghua Guan; Xiangwen Cai; Nina Cheng; Wenzheng Hu; Tengda Zhang; Yi Liu; Baiying Lei (ISBI, 2025)

Multi-Modal Fusion Network Integrating Imaging and Clinical Tabular Data for Alzheimer's Disease Classification. - Wenzheng Hu; Zhenghua Guan; Nina Cheng; Ao Zhang; Yi Liu; Tianfu Wang 001; Baiying Lei (ISBI, 2025)