Chenfei Ye

According to our database, Chenfei Ye authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning.

Yanwu Yang, Chenfei Ye, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Ting Ma

IEEE Trans. Medical Imaging, November, 2024

Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning.

Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang, Heather Ting Ma

IEEE Trans. Medical Imaging, January, 2024

Accelerating denoising diffusion probabilistic model via truncated inverse processes for medical image segmentation.

Xutao Guo, Yang Xiang, Yanwu Yang, Chenfei Ye, Yue Yu, Heather Ting Ma

Comput. Biol. Medicine, 2024

Topology-Regularized Self-Knowledge Distillation for Transductive-Inductive Learning of Brain Disorder Diagnosis.

Yanwu Yang, Xutao Guo, Guoqing Cai, Chenfei Ye, Ting Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

CALSeg: Improving Calibration of Medical Image Segmentation Via Variational Label Smoothing.

Xutao Guo, Yanwu Yang, Chenfei Ye, Guoqing Cai, Ting Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging.

Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma

Medical Image Anal., October, 2023

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

Yanwu Yang, Chenfei Ye, Heather Ting Ma

Neural Networks, July, 2023

NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation.

Pengcheng Shi, Xutao Guo, Yanwu Yang, Chenfei Ye, Heather Ting Ma

CoRR, 2023

Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision.

Yanwu Yang, Hairui Chen, Zhikai Chang, Yang Xiang, Chenfei Ye, Heather Ting Ma

Proceedings of the Medical Imaging with Deep Learning, 2023

Accelerating Diffusion Models Via Pre-Segmentation Diffusion Sampling for Medical Image Segmentation.

Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Bo Peng, Hua Huang, Yang Xiang, Ting Ma

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Joint Learning Annotator Calibration and Annotator Preference for Multiple Annotations Optic Disc and Cup Segmentation.

Xutao Guo, Pengcheng Shi, Shang Lu, Chenfei Ye, Ting Ma

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Tensor-based Complex-valued Graph Neural Network for Dynamic Coupling Multimodal brain Networks.

Yanwu Yang, Guoqing Cai, Chenfei Ye, Yang Xiang, Ting Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation.

Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma

CoRR, 2022

Regularizing Brain Age Prediction via Gated Knowledge Distillation.

Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Estimating Brain Age with Global and Local Dependencies.

Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification.

Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation.

Xutao Guo, Shang Lu, Yanwu Yang, Pengcheng Shi, Chenfei Ye, Yang Xiang, Ting Ma

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

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

Li Liang, PengZheng Zhou, Wanxin Lu, Xutao Guo, Chenfei Ye, Haiyan Lv, Tong Wang, Ting Ma

Comput. Medical Imaging Graph., 2021

2020

An Automatic Encoding and Decoding Method for Differentiating Alzheimer's Disease with Functional MRI.

Yanwu Yang, Xutao Guo, Na Gao, Chenfei Ye, Heather T. Ma

Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

Automatic Brain Mask Segmentation for Mono-modal MRI.

Yanwu Yang, Chenfei Ye, Xutao Guo, Chushu Yang, Heather T. Ma

Proceedings of the ICBBB 2020: 10th International Conference on Bioscience, 2020

Misfolded protein propagation in an integrated computational model of structural network and LRRK2 gene expression.

Wuchao Yan, Chenfei Ye, Tong Wang, Junyan Sun, Tao Wu, Ting Ma

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2018

Multivariate Analysis of White Matter Structural Networks of Alzheimer's Disease.

Chenfei Ye, Xiaoni Wang, Ying Han, Yanwu Yang

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Novel Multimodal MRI Analysis for Alzheimer's Disease Based on Convolutional Neural Network.

Yan Wang, Yanwu Yang, Xin Guo, Chenfei Ye, Na Gao, Yuan Fang, Heather T. Ma

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

A multi-label learning method for efficient affective detection.

Yutong Wang, Tong Wang, Ping Gong, Ying Wu, Chenfei Ye, Jie Li, Ting Ma

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Structural changes of cingulate cortex in post stroke depression.

Chenfei Ye, Jun Wu, Xuhui Chen, Changle Zhang, Hengtong Li, Shuai Mao, Heather T. Ma

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

A fast atlas pre-selection procedure for multi-atlas based brain segmentation.

Jingbo Ma, Heather T. Ma, Hengtong Li, Chenfei Ye, Dan Wu, Xiaoying Tang, Michael I. Miller, Susumu Mori

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A preliminary study of DTI Fingerprinting on stroke analysis.

Heather T. Ma, Chenfei Ye, Jun Wu, Pengfei Yang, Xuhui Chen, Zhengyi Yang, Jingbo Ma

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

BOLD effect on calf muscle groups in elderly females with different bone mineral density.

Heather T. Ma, James F. Griffith, Chenfei Ye, David Ka Wai Yeung, Xu Xing, Ping Chung Leung, Jing Yuan

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014