Chenfei Ye

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Network

Medical Image Segmentation

Diffusion Models

Disease Diagnosis

Top Venues

Publications

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 (2024)
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) (2024)
Xutao Guo, Yanwu Yang, Chenfei Ye, Guoqing Cai, Ting Ma
CALSeg: Improving Calibration of Medical Image Segmentation Via Variational Label Smoothing. ICASSP (2024)
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 (2024)
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)
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)
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)
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)
Yanwu Yang, Chenfei Ye, Heather Ting Ma
A deep connectome learning network using graph convolution for connectome-disease association study. Neural Networks 164 (2023)
Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Heather Ting Ma
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation. CoRR (2023)
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)
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 (2023)
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 (2022)
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)
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)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma
Estimating Brain Age with Global and Local Dependencies. CoRR (2022)
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma
Regularizing Brain Age Prediction via Gated Knowledge Distillation. MIDL (2022)
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 (2022)
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma
Estimating Brain Age with Global and Local Dependencies. ICIP (2022)
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 (2021)
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)
Yanwu Yang, Chenfei Ye, Xutao Guo, Chushu Yang, Heather T. Ma
Automatic Brain Mask Segmentation for Mono-modal MRI. ICBBB (2020)
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)
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)
Chenfei Ye, Xiaoni Wang, Ying Han, Yanwu Yang
Multivariate Analysis of White Matter Structural Networks of Alzheimer's Disease. EMBC (2018)
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)
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)
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)
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)
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)