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Journal Articles
- 2024
[j19]Hongyu Wang
, Jiang He, Hengfei Cui, Bo Yuan, Yong Xia:
Robust Stochastic Neural Ensemble Learning With Noisy Labels for Thoracic Disease Classification. IEEE Trans. Medical Imaging 43(6): 2180-2190 (2024)- [j18]Hengfei Cui, Yan Li, Yifan Wang, Di Xu, Lianming Wu, Yong Xia:
Toward Accurate Cardiac MRI Segmentation With Variational Autoencoder-Based Unsupervised Domain Adaptation. IEEE Trans. Medical Imaging 43(8): 2924-2936 (2024) - 2023
- [j17]Ibtihaj Ahmad, Yong Xia, Hengfei Cui, Zain Ul Islam:
AATSN: Anatomy Aware Tumor Segmentation Network for PET-CT volumes and images using a lightweight fusion-attention mechanism. Comput. Biol. Medicine 157: 106748 (2023) - [j16]Xinke Ma, Hengfei Cui, Shuoyan Li, Yibo Yang, Yong Xia:
Deformable medical image registration with global-local transformation network and region similarity constraint. Comput. Medical Imaging Graph. 108: 102263 (2023) - [j15]Ibtihaj Ahmad, Yong Xia, Hengfei Cui, Zain Ul Islam:
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions. Expert Syst. Appl. 213(Part C): 118945 (2023) - [j14]Wenna Wang, Xiuwei Zhang, Hengfei Cui, Hanlin Yin, Yanning Zhang:
FP-DARTS: Fast parallel differentiable neural architecture search for image classification. Pattern Recognit. 136: 109193 (2023) - [j13]Hengfei Cui, Yifan Wang, Yan Li, Di Xu, Lei Jiang, Yong Xia, Yanning Zhang:
An Improved Combination of Faster R-CNN and U-Net Network for Accurate Multi-Modality Whole Heart Segmentation. IEEE J. Biomed. Health Informatics 27(7): 3408-3419 (2023) - 2022
- [j12]Hengfei Cui, Yan Li, Lei Jiang, Yifan Wang, Yong Xia, Yanning Zhang:
Improving myocardial pathology segmentation with U-Net++ and EfficientSeg from multi-sequence cardiac magnetic resonance images. Comput. Biol. Medicine 151(Part): 106218 (2022) - [j11]Hengfei Cui, Lei Jiang, Chang Yuwen, Yong Xia, Yanning Zhang:
Deep U-Net architecture with curriculum learning for myocardial pathology segmentation in multi-sequence cardiac magnetic resonance images. Knowl. Based Syst. 249: 108942 (2022) - 2021
- [j10]Yan Wang, Jianpeng Zhang, Hengfei Cui, Yanning Zhang, Yong Xia:
View adaptive learning for pancreas segmentation. Biomed. Signal Process. Control. 66: 102347 (2021) - [j9]Hengfei Cui, Chang Yuwen, Lei Jiang, Yong Xia, Yanning Zhang:
Bidirectional cross-modality unsupervised domain adaptation using generative adversarial networks for cardiac image segmentation. Comput. Biol. Medicine 136: 104726 (2021) - [j8]Hengfei Cui, Chang Yuwen, Lei Jiang, Yong Xia, Yanning Zhang:
Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images. Comput. Methods Programs Biomed. 206: 106142 (2021) - [j7]Wenna Wang, Xiuwei Zhang, Yu Ma, Hengfei Cui, Rui Xia, Yanning Zhang:
A robust discriminative multi-atlas label fusion method for hippocampus segmentation from MR image. Comput. Methods Programs Biomed. 208: 106197 (2021) - [j6]Hengfei Cui, Chang Yuwen, Lei Jiang:
Unsupervised Three-Dimensional Tubular Structure Segmentation via Filter Combination. Int. J. Comput. Intell. Syst. 14(1): 172 (2021) - 2020
- [j5]Hengfei Cui:
Supervised Filter Learning for Coronary Artery Vesselness Enhancement Diffusion in Coronary CT Angiography Images. Int. J. Comput. Intell. Syst. 13(1): 488-495 (2020) - 2019
- [j4]Hengfei Cui, Yong Xia, Yanning Zhang:
2D and 3D Vascular Structures Enhancement Via Improved Vesselness Filter and Vessel Enhancing Diffusion. IEEE Access 7: 123969-123980 (2019) - 2018
- [j3]Hengfei Cui, Yong Xia:
Automatic Coronary Centerline Extraction Using Gradient Vector Flow Field and Fast Marching Method From CT Images. IEEE Access 6: 41816-41826 (2018) - [j2]Junjie Zhang, Yong Xia, Hengfei Cui, Yanning Zhang:
Pulmonary nodule detection in medical images: A survey. Biomed. Signal Process. Control. 43: 138-147 (2018) - [j1]Hengfei Cui, Yong Xia, Yanning Zhang, Liang Zhong:
Validation of right coronary artery lumen area from cardiac computed tomography against intravascular ultrasound. Mach. Vis. Appl. 29(8): 1287-1298 (2018)
Conference and Workshop Papers
- 2024
- [c9]Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia:
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. CVPR 2024: 11439-11449 - [c8]Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia:
FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation. MICCAI (10) 2024: 361-372 - [c7]Haozhe Jia, Yan Li, Hengfei Cui, Di Xu, Yuwang Wang, Tao Yu:
DisControlFace: Adding Disentangled Control to Diffusion Autoencoder for One-shot Explicit Facial Image Editing. ACM Multimedia 2024: 6793-6802 - 2023
- [c6]Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia:
Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation. MICCAI (4) 2023: 89-99 - 2022
- [c5]Lei Jiang, Yan Li, Yifan Wang, Hengfei Cui, Yong Xia, Yanning Zhang:
Deep U-Net Architecture with Curriculum Learning for Left Atrial Segmentation. LAScarQS@MICCAI 2022: 115-123 - 2021
- [c4]Lei Jiang, Hengfei Cui, Chang Yuwen, Yanning Zhang:
Dual Attention Guided R2 U-Net Architecture for Right Ventricle Segmentation in MRI Images. ICIG (2) 2021: 511-522 - 2019
- [c3]Hengfei Cui, Yong Xia, Yanning Zhang:
Three-Dimensional Coronary Artery Centerline Extraction and Cross Sectional Lumen Quantification from CT Angiography Images. IScIDE (1) 2019: 238-248 - 2018
- [c2]Hengfei Cui:
Fast and Robust 3D Numerical Method for Coronary Artery Vesselness Diffusion from CTA Images. PCM (3) 2018: 493-502 - 2017
- [c1]Hengfei Cui, Yong Xia:
Gradient Vector Flow Field and Fast Marching Based Method for Centerline Computation of Coronary Arteries. IScIDE 2017: 597-607
Informal and Other Publications
- 2024
- [i4]Geng Chen, Junqing Yang, Xiaozhou Pu, Ge-Peng Ji, Huan Xiong, Yongsheng Pan, Hengfei Cui, Yong Xia:
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer. CoRR abs/2401.12439 (2024) - 2023
- [i3]Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia:
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation. CoRR abs/2305.19949 (2023) - [i2]Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia, Kwang-Ting Cheng:
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. CoRR abs/2312.02567 (2023) - [i1]Haozhe Jia, Yan Li, Hengfei Cui, Di Xu, Changpeng Yang, Yuwang Wang, Tao Yu:
DisControlFace: Disentangled Control for Personalized Facial Image Editing. CoRR abs/2312.06193 (2023)
Coauthor Index
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