Chenfei Ye

Orcid: 0000-0001-5265-3546

According to our database1, Chenfei Ye authored at least 25 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning.
IEEE Trans. Medical Imaging, January, 2024

BrainMass: Advancing Brain Network Analysis for Diagnosis with Large-scale Self-Supervised Learning.
CoRR, 2024

2023
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging.
Medical Image Anal., October, 2023

A deep connectome learning network using graph convolution for connectome-disease association study.
Neural Networks, July, 2023

NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation.
CoRR, 2023

Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision.
Proceedings of the Medical Imaging with Deep Learning, 2023

Accelerating Diffusion Models Via Pre-Segmentation Diffusion Sampling for Medical Image Segmentation.
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.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Tensor-based Complex-valued Graph Neural Network for Dynamic Coupling Multimodal brain Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation.
CoRR, 2022

Regularizing Brain Age Prediction via Gated Knowledge Distillation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Estimating Brain Age with Global and Local Dependencies.
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.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Modeling Annotator Variation and Annotator Preference for Multiple Annotations Medical Image Segmentation.
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.
Comput. Medical Imaging Graph., 2021

2020
An Automatic Encoding and Decoding Method for Differentiating Alzheimer's Disease with Functional MRI.
Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

Automatic Brain Mask Segmentation for Mono-modal MRI.
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.
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.
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.
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.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
Structural changes of cingulate cortex in post stroke depression.
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.
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.
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.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014


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