Hengfei Cui

According to our database, Hengfei Cui authored at least 31 papers between 2017 and 2024.

Collaborative distances:

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

2024

Toward Accurate Cardiac MRI Segmentation With Variational Autoencoder-Based Unsupervised Domain Adaptation.

Hengfei Cui, Yan Li, Yifan Wang, Di Xu, Lianming Wu, Yong Xia

IEEE Trans. Medical Imaging, August, 2024

Robust Stochastic Neural Ensemble Learning With Noisy Labels for Thoracic Disease Classification.

Hongyu Wang, Jiang He, Hengfei Cui, Bo Yuan, Yong Xia

IEEE Trans. Medical Imaging, June, 2024

MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer.

Geng Chen, Junqing Yang, Xiaozhou Pu, Ge-Peng Ji, Huan Xiong, Yongsheng Pan, Hengfei Cui, Yong Xia

CoRR, 2024

DisControlFace: Adding Disentangled Control to Diffusion Autoencoder for One-shot Explicit Facial Image Editing.

Haozhe Jia, Yan Li, Hengfei Cui, Di Xu, Yuwang Wang, Tao Yu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation.

Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts.

Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Deformable medical image registration with global-local transformation network and region similarity constraint.

Xinke Ma, Hengfei Cui, Shuoyan Li, Yibo Yang, Yong Xia

Comput. Medical Imaging Graph., September, 2023

An Improved Combination of Faster R-CNN and U-Net Network for Accurate Multi-Modality Whole Heart Segmentation.

Hengfei Cui, Yifan Wang, Yan Li, Di Xu, Lei Jiang, Yong Xia, Yanning Zhang

IEEE J. Biomed. Health Informatics, July, 2023

AATSN: Anatomy Aware Tumor Segmentation Network for PET-CT volumes and images using a lightweight fusion-attention mechanism.

Ibtihaj Ahmad, Yong Xia, Hengfei Cui, Zain Ul Islam

Comput. Biol. Medicine, May, 2023

FP-DARTS: Fast parallel differentiable neural architecture search for image classification.

Wenna Wang, Xiuwei Zhang, Hengfei Cui, Hanlin Yin, Yanning Zhang

Pattern Recognit., April, 2023

DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions.

Ibtihaj Ahmad, Yong Xia, Hengfei Cui, Zain Ul Islam

Expert Syst. Appl., March, 2023

DisControlFace: Disentangled Control for Personalized Facial Image Editing.

Haozhe Jia, Yan Li, Hengfei Cui, Di Xu, Changpeng Yang, Yuwang Wang, Tao Yu

CoRR, 2023

Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts.

Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia, Kwang-Ting Cheng

CoRR, 2023

Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation.

Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Deep U-Net architecture with curriculum learning for myocardial pathology segmentation in multi-sequence cardiac magnetic resonance images.

Hengfei Cui, Lei Jiang, Chang Yuwen, Yong Xia, Yanning Zhang

Knowl. Based Syst., 2022

Improving myocardial pathology segmentation with U-Net++ and EfficientSeg from multi-sequence cardiac magnetic resonance images.

Hengfei Cui, Yan Li, Lei Jiang, Yifan Wang, Yong Xia, Yanning Zhang

Comput. Biol. Medicine, 2022

Deep U-Net Architecture with Curriculum Learning for Left Atrial Segmentation.

Lei Jiang, Yan Li, Yifan Wang, Hengfei Cui, Yong Xia, Yanning Zhang

Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

2021

Unsupervised Three-Dimensional Tubular Structure Segmentation via Filter Combination.

Hengfei Cui, Chang Yuwen, Lei Jiang

Int. J. Comput. Intell. Syst., 2021

A robust discriminative multi-atlas label fusion method for hippocampus segmentation from MR image.

Wenna Wang, Xiuwei Zhang, Yu Ma, Hengfei Cui, Rui Xia, Yanning Zhang

Comput. Methods Programs Biomed., 2021

Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images.

Hengfei Cui, Chang Yuwen, Lei Jiang, Yong Xia, Yanning Zhang

Comput. Methods Programs Biomed., 2021

Bidirectional cross-modality unsupervised domain adaptation using generative adversarial networks for cardiac image segmentation.

Hengfei Cui, Chang Yuwen, Lei Jiang, Yong Xia, Yanning Zhang

Comput. Biol. Medicine, 2021

View adaptive learning for pancreas segmentation.

Yan Wang, Jianpeng Zhang, Hengfei Cui, Yanning Zhang, Yong Xia

Biomed. Signal Process. Control., 2021

Dual Attention Guided R2 U-Net Architecture for Right Ventricle Segmentation in MRI Images.

Lei Jiang, Hengfei Cui, Chang Yuwen, Yanning Zhang

Proceedings of the Image and Graphics - 11th International Conference, 2021

2020

Supervised Filter Learning for Coronary Artery Vesselness Enhancement Diffusion in Coronary CT Angiography Images.

Hengfei Cui

Int. J. Comput. Intell. Syst., 2020

2019

2D and 3D Vascular Structures Enhancement Via Improved Vesselness Filter and Vessel Enhancing Diffusion.

Hengfei Cui, Yong Xia, Yanning Zhang

IEEE Access, 2019

Three-Dimensional Coronary Artery Centerline Extraction and Cross Sectional Lumen Quantification from CT Angiography Images.

Hengfei Cui, Yong Xia, Yanning Zhang

Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

2018

Validation of right coronary artery lumen area from cardiac computed tomography against intravascular ultrasound.

Hengfei Cui, Yong Xia, Yanning Zhang, Liang Zhong

Mach. Vis. Appl., 2018

Pulmonary nodule detection in medical images: A survey.

Junjie Zhang, Yong Xia, Hengfei Cui, Yanning Zhang

Biomed. Signal Process. Control., 2018

Automatic Coronary Centerline Extraction Using Gradient Vector Flow Field and Fast Marching Method From CT Images.

Hengfei Cui, Yong Xia

IEEE Access, 2018

Fast and Robust 3D Numerical Method for Coronary Artery Vesselness Diffusion from CTA Images.

Hengfei Cui

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

2017

Gradient Vector Flow Field and Fast Marching Based Method for Centerline Computation of Coronary Arteries.

Hengfei Cui, Yong Xia

Proceedings of the Intelligence Science and Big Data Engineering, 2017