Menghua Xia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Manifold Regularization

Medical Image Segmentation

Intravascular Ultrasound

Top Venues

Medical Image Anal.

IEEE Signal Process. Lett.

IEEE J. Biomed. Health Informatics

Publications

Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. CoRR (2024)
Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo
USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. Medical Image Anal. 96 (2024)
Jing Jiao, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao, Yunyun Ren, Yuanyuan Wang, Yi Guo
GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. IEEE Trans. Medical Imaging 42 (11) (2023)
Tongwaner Chen, Menghua Xia, Yi Huang, Jing Jiao, Yuanyuan Wang
Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation. Sensors 23 (3) (2023)
Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. Medical Image Anal. 88 (2023)
Menghua Xia, Hongbo Yang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. Medical Image Anal. 82 (2022)
Menghua Xia, Hongbo Yang, Yi Huang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Menghua Xia, Tao Yu, Kaibo Shi, Shuping He
Observer-based event-impulse mixed triggered fault detection for nonlinear semi-Markov jump systems. J. Frankl. Inst. 359 (10) (2022)
Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net. EMBC (2020)
Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang
Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy. Comput. Methods Programs Biomed. 189 (2020)
Wenjun Yan, Yuanyuan Wang, Menghua Xia, Qian Tao
Edge-Guided Output Adaptor: Highly Efficient Adaptation Module for Cross-Vendor Medical Image Segmentation. IEEE Signal Process. Lett. 26 (11) (2019)
Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution. Comput. Biol. Medicine 109 (2019)
Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang
Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut. J. Medical Imaging Health Informatics 9 (7) (2019)