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2020 – today
- 2025
[j7]Yanwu Yang, Chenfei Ye, Guoqing Cai, Kun-Ru Song, Jintao Zhang, Yang Xiang, Heather Ting Ma:
Hypercomplex Graph Neural Network: Towards Deep Intersection of Multi-Modal Brain Networks. IEEE J. Biomed. Health Informatics 29(5): 3304-3316 (2025)- [i6]Jiesi Hu, Hanyang Peng, Yanwu Yang, Xutao Guo, Yang Shang, Pengcheng Shi, Chenfei Ye, Ting Ma:
Building 3D In-Context Learning Universal Model in Neuroimaging. CoRR abs/2503.02410 (2025) - 2024
- [j6]Xutao Guo, Yang Xiang
, Yanwu Yang, Chenfei Ye, Yue Yu, Heather Ting Ma:
Accelerating denoising diffusion probabilistic model via truncated inverse processes for medical image segmentation. Comput. Biol. Medicine 180: 108933 (2024) - [j5]Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang, Heather Ting Ma:
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. IEEE Trans. Medical Imaging 43(1): 108-121 (2024) - [j4]Yanwu Yang, Chenfei Ye, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Ting Ma:
BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning. IEEE Trans. Medical Imaging 43(11): 4004-4016 (2024) - [c20]Xutao Guo, Yanwu Yang, Chenfei Ye, Guoqing Cai, Ting Ma:
CALSeg: Improving Calibration of Medical Image Segmentation Via Variational Label Smoothing. ICASSP 2024: 1601-1605 - [c19]Yanwu Yang, Xutao Guo, Guoqing Cai, Chenfei Ye, Ting Ma:
Topology-Regularized Self-Knowledge Distillation for Transductive-Inductive Learning of Brain Disorder Diagnosis. ICASSP 2024: 4045-4049 - [i5]Yanwu Yang, Chenfei Ye, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Heather Ting Ma:
BrainMass: Advancing Brain Network Analysis for Diagnosis with Large-scale Self-Supervised Learning. CoRR abs/2403.01433 (2024) - 2023
- [j3]Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma:
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging. Medical Image Anal. 89: 102916 (2023) - [j2]Yanwu Yang, Chenfei Ye, Heather Ting Ma:
A deep connectome learning network using graph convolution for connectome-disease association study. Neural Networks 164: 91-104 (2023) - [c18]Yanwu Yang, Guoqing Cai, Chenfei Ye, Yang Xiang, Ting Ma:
Tensor-based Complex-valued Graph Neural Network for Dynamic Coupling Multimodal brain Networks. ICASSP 2023: 1-5 - [c17]Xutao Guo, Pengcheng Shi, Shang Lu, Chenfei Ye, Ting Ma:
Joint Learning Annotator Calibration and Annotator Preference for Multiple Annotations Optic Disc and Cup Segmentation. ISBI 2023: 1-5 - [c16]Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Bo Peng, Hua Huang, Yang Xiang, Ting Ma:
Accelerating Diffusion Models Via Pre-Segmentation Diffusion Sampling for Medical Image Segmentation. ISBI 2023: 1-5 - [c15]Yanwu Yang, Hairui Chen, Zhikai Chang, Yang Xiang, Chenfei Ye, Heather Ting Ma:
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision. MIDL 2023: 1006-1018 - [i4]Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Heather Ting Ma:
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation. CoRR abs/2305.15911 (2023) - 2022
- [c14]Xutao Guo, Shang Lu, Yanwu Yang, Pengcheng Shi, Chenfei Ye, Yang Xiang, Ting Ma:
Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation. BIBM 2022: 977-984 - [c13]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma:
Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification. BIBM 2022: 1343-1349 - [c12]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma:
Estimating Brain Age with Global and Local Dependencies. ICIP 2022: 56-60 - [c11]Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma:
Regularizing Brain Age Prediction via Gated Knowledge Distillation. MIDL 2022: 1430-1443 - [i3]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma:
Estimating Brain Age with Global and Local Dependencies. CoRR abs/2209.08933 (2022) - [i2]Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma:
Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification. CoRR abs/2210.13721 (2022) - [i1]Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma:
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation. CoRR abs/2210.17408 (2022) - 2021
- [j1]Li Liang, PengZheng Zhou, Wanxin Lu, Xutao Guo, Chenfei Ye, Haiyan Lv, Tong Wang, Ting Ma:
An anatomical knowledge-based MRI deep learning pipeline for white matter hyperintensity quantification associated with cognitive impairment. Comput. Medical Imaging Graph. 89: 101873 (2021) - 2020
- [c10]Wuchao Yan, Chenfei Ye, Tong Wang, Junyan Sun, Tao Wu, Ting Ma:
Misfolded protein propagation in an integrated computational model of structural network and LRRK2 gene expression. EMBC 2020: 2368-2371 - [c9]Yanwu Yang, Chenfei Ye, Xutao Guo, Chushu Yang, Heather T. Ma:
Automatic Brain Mask Segmentation for Mono-modal MRI. ICBBB 2020: 124-128 - [c8]Yanwu Yang, Xutao Guo, Na Gao, Chenfei Ye, Heather T. Ma:
An Automatic Encoding and Decoding Method for Differentiating Alzheimer's Disease with Functional MRI. ICCAI 2020: 252-256
2010 – 2019
- 2018
- [c7]Yan Wang, Yanwu Yang, Xin Guo, Chenfei Ye, Na Gao, Yuan Fang, Heather T. Ma:
A Novel Multimodal MRI Analysis for Alzheimer's Disease Based on Convolutional Neural Network. EMBC 2018: 754-757 - [c6]Chenfei Ye, Xiaoni Wang, Ying Han, Yanwu Yang:
Multivariate Analysis of White Matter Structural Networks of Alzheimer's Disease. EMBC 2018: 1140-1143 - 2017
- [c5]Yutong Wang, Tong Wang, Ping Gong, Ying Wu, Chenfei Ye, Jie Li, Ting Ma:
A multi-label learning method for efficient affective detection. BHI 2017: 61-64 - 2016
- [c4]Chenfei Ye, Jun Wu, Xuhui Chen, Changle Zhang, Hengtong Li, Shuai Mao, Heather T. Ma:
Structural changes of cingulate cortex in post stroke depression. EMBC 2016: 1099-1102 - 2015
- [c3]Jingbo Ma, Heather T. Ma, Hengtong Li, Chenfei Ye, Dan Wu, Xiaoying Tang, Michael I. Miller, Susumu Mori:
A fast atlas pre-selection procedure for multi-atlas based brain segmentation. EMBC 2015: 3053-3056 - 2014
- [c2]Heather T. Ma, Chenfei Ye, Jun Wu, Pengfei Yang, Xuhui Chen, Zhengyi Yang, Jingbo Ma:
A preliminary study of DTI Fingerprinting on stroke analysis. EMBC 2014: 2380-2383 - [c1]Heather T. Ma, James F. Griffith, Chenfei Ye, David Ka Wai Yeung, Xu Xing, Ping Chung Leung, Jing Yuan:
BOLD effect on calf muscle groups in elderly females with different bone mineral density. EMBC 2014: 5607-5610
Coauthor Index
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last updated on 2025-05-13 22:40 CEST by the dblp team
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