Publications

BrainMass: Advancing Brain Network Analysis for Diagnosis with Large-scale Self-Supervised Learning

Yanwu Yang, 叶辰飞, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Heather Ting Ma

Editorial: Advances in Connectome-Wide Association Studies (CWAS) Along the Neurodegeneration Trajectory

叶辰飞, Tao Wu, Andreia V. Faria

Spatial-temporal patterns of brain disconnectome in Alzheimers disease

Li Liang, Pengzheng Zhou, 叶辰飞, Qi Yang, Ting Ma

A deep connectome learning network using graph convolution for connectome-disease association study

Yanwu Yang, 叶辰飞, Ting Ma

MRF-Net: A multi-branch residual fusion network for fast and accurate whole-brain MRI segmentation

Wei C, Yang Y, Guo X, 叶辰飞, Lv H, Xiang Y, Ma T

Ensemble learning via supervision augmentation for white matter hyperintensity segmentation

Xutao Guo, 叶辰飞, Yanwu Yang, Li Zhang, Li Liang, Shang Lu, Haiyan Lv, Chunjie Guo, Ting Ma

Brain age vector: A measure of brain aging with enhanced neurodegenerative disorder specificity

Chen Ran, Yanwu Yang, 叶辰飞, Haiyan Lv, Ting Ma

Regularizing Brain Age Prediction via Gated Knowledge Distillation

Yang Y, Guo X, 叶辰飞, Xiang Y, Ma T

Three‑Dimensional Digital Reconstruction of the Cerebellar Cortex: Lobule Thickness, Surface Area Measurements, and Layer Architecture

Zheng J, Yang Q, Makris N, Huang K, Liang J, 叶辰飞, Yu X, Tian M, Ma T, Mou T, Guo W, Kikinis R, Gao Y

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

叶辰飞, Huang J, Liang L, Yan Z, Qi Z, Kang X, Liu Z, Dong H, Lv H, Ma T, Lu J

Alteration of brain structural connectivity in progression of Parkinsons disease: A connectome-wide network analysis

Yang Y, 叶辰飞, Sun J, Liang L, Lv H, Gao L, Fang J, Ma T, Wu T

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

Liang L, Zhou P, Lu W, Guo X, 叶辰飞, Lv H, Wang T, Ma T

Multimodal MRI assessment for first episode psychosis- A major change in the thalamus and an efficient stratification of a subgroup

Faria AV, Zhao Y, 叶辰飞, Hsu J, Yang K, Cifuentes E, Wang L, Mori S, Miller M, Caffo B, Sawa A

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

Bi Q, Wu Y, Mei S, 叶辰飞, Zou X, Zhang Z, Liu X, Wei L, Truelove SA, Zhang T, Gao W, Cheng C, Tang X, Wu X, Wu Yu, Sun B, Huang S, Sun Y, Zhang J, Ma T, Lessler J, Feng T

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

Sun J, Lai Z, Ma J, Gao L, Chen M, Chen J, Fang J, Fan Y, Bao Y, Zhang D, Chan P, Yang Q, 叶辰飞, Wu T, Ma T

Extended multimodal whole-brain anatomical covariance analysis: detection of disrupted correlation networks related to amyloid deposition

叶辰飞, Albert M, Brown T, Bilgel M, Hsu J, Ma T, Caffo B, Miller MI, Mori S, Oishi K

Relationship between neuropsychological behavior and brain white matter in first-episode psychosis

Faria AV, Crawford J, 叶辰飞, Hsu J, Kenkare A, Schretlen D, Sawa A

Connectome wide network analysis of white matter connectivity in Alzheimers disease

叶辰飞, Mori S, Chan P, Ma T

Atlas pre-selection strategies to enhance the efficiency and accuracy of multi-atlas brain segmentation tools

叶辰飞, Ma T, Wu D, Ceritoglu C, Miller MI, Mori S