Publications

Regularizing brain age prediction via gated knowledge distillation

Published in MIDL, 2022

Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma. “Regularizing brain age prediction via gated knowledge distillation.” Medical Imaging with Deep Learning (MIDL) 2022, Proceedings of Machine Learning Research, Zurich, Switzerland, July 2022.

Estimating Brain Age with Global and Local Dependencies

Published in IEEE International Conference on Image Processing (ICIP), 2022

Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma. “Estimating Brain Age with Global and Local Dependencies.” 2022 IEEE International Conference on Image Processing (ICIP). Bordeaux, France, October 2022

Coupling of brain activity and structural network in multiple sclerosis: A graph frequency analysis study

Published in Journal of Neuroscience Research, 2022

Chenfei Ye+, Jing Huang+, Li Liang, Zehong Yan, Zhigang Qi, Xiong Kang, Zheng Liu, Huiqing Dong, Haiyan Lv, Ting Ma, Jie Lu. Coupling of brain activity and structural network in multiple sclerosis: a graph frequency analysis study. Journal of Neuroscience Research, 2022 May;100(5):1226-1238. doi: 10.1002/jnr.25028. Epub 2022 Feb 20. (SCI,IF2021=4.433, Q2)

An anatomical knowledge-based MRI deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment

Published in Frontiers in Neuroscience, 2021

Li Liang, Pengzheng Zhou, Wanxin Lu, Xutao Guo, Chenfei Ye, Haiyan Lv, Ting Ma*, “An anatomical knowledge-based mri deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment,” Computerized Medical Imaging and Graphics, 89 (2021): 101873, 0895-6111. (SCI, IF2021=7.422, Q1)

Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study

Published in The Lancet infectious diseases, 2020

Qifang Bi+, Yongsheng Wu+, Shujiang Mei+, Chenfei Ye+, Xuan Zou, Zhen Zhang, Xiaojian Liu, Lan Wei, Shaun A Truelove, Tong Zhang, Wei Gao, Cong Cheng, Xiujuan Tang, Xiaoliang Wu, Yu Wu, Binbin Sun, Suli Huang, Yu Sun, Juncen Zhang, Ting Ma, Justin Lessler, Tiejian Feng*, Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study, Lancet Infect Dis, 2020 Apr 27. pii: S1473-3099(20)30287-5. doi: 10.1016/S1473-3099(20)30287-5. (SCI, IF2021=71.421 Q1)

Quantitative evaluation of iron content in idiopathic rapid eye movement sleep behavior disorder

Published in Movement Disorders, 2020

Junyan Sun+, Zhaoyu Lai+, Jinghong Ma, Linlin Gao, Meijie Chen, Jie Chen, Jiliang Fang, Yangyang Fan, Yan Bao, Piu Chan, Qi Yang, MD, Chenfei Ye, Tao Wu, Ting Ma, Quantitative Evaluation of Iron Content in Idiopathic Rapid Eye Movement Sleep Behavior Disorder, Movement Disorders, 2020 Mar, 35(3): 478-485. doi: 10.1002/mds.27929. (SCI, IF2021=9.698, Q1)