IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution. - Menghua Xia; Wenjun Yan; Yi Huang 018; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (Comput. Biol. Medicine, 2019)

Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut. - Yi Huang 018; Wenjun Yan; Menghua Xia; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (J. Medical Imaging Health Informatics, 2019)

Edge-Guided Output Adaptor: Highly Efficient Adaptation Module for Cross-Vendor Medical Image Segmentation. - Wenjun Yan; Yuanyuan Wang 001; Menghua Xia; Qian Tao (IEEE Signal Process. Lett., 2019)

Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net. - Menghua Xia; Wenjun Yan; Yi Huang 018; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (EMBC, 2020)

Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy. - Yi Huang 018; Wenjun Yan; Menghua Xia; Yi Guo 002; Guohui Zhou; Yuanyuan Wang 001 (Comput. Methods Programs Biomed., 2020)

Observer-based event-impulse mixed triggered fault detection for nonlinear semi-Markov jump systems. - Menghua Xia; Tao Yu; Kaibo Shi; Shuping He (J. Frankl. Inst., 2022)

Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. - Menghua Xia; Hongbo Yang; Yanan Qu; Yi Guo 002; Guohui Zhou; Feng Zhang; Yuanyuan Wang 001 (Medical Image Anal., 2022)

AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. - Menghua Xia; Hongbo Yang; Yi Huang 018; Yanan Qu; Yi Guo 002; Guohui Zhou; Feng Zhang; Yuanyuan Wang 001 (IEEE J. Biomed. Health Informatics, 2022)

Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation. - Tongwaner Chen; Menghua Xia; Yi Huang 018; Jing Jiao; Yuanyuan Wang 001 (Sensors, 2023)

HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. - Xiaokang Li; Menghua Xia; Jing Jiao; Shichong Zhou; Cai Chang; Yuanyuan Wang 001; Yi Guo 002 (Medical Image Anal., 2023)

GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. - Jing Jiao; Hongshuang Sun; Yi Huang 018; Menghua Xia; Mengyun Qiao; Yunyun Ren; Yuanyuan Wang 001; Yi Guo 002 (IEEE Trans. Medical Imaging, 2023)

2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. - Tianqi Chen; Jun Hou; Yinchi Zhou; Huidong Xie; Xiongchao Chen; Qiong Liu; Xueqi Guo; Menghua Xia; James S. Duncan; Chi Liu 001; Bo Zhou 009 (CoRR, 2024)

USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. - Jing Jiao; Jin Zhou; Xiaokang Li; Menghua Xia; Yi Huang 018; Lihong Huang; Na Wang; Xiaofan Zhang 002; Shichong Zhou; Yuanyuan Wang 001; Yi Guo 002 (Medical Image Anal., 2024)

A generalizable diffusion framework for 3D low-dose and few-view cardiac SPECT imaging. - Huidong Xie; Weijie Gan; Wei Ji; Xiongchao Chen; Alaa Alashi; Stephanie Thorn; Bo Zhou 009; Qiong Liu; Menghua Xia; Xueqi Guo; Yi-Hwa Liu; Hongyu An; et al. (Medical Image Anal., 2025)

Noise-aware dynamic image denoising and positron range correction for Rubidium-82 cardiac PET imaging via self-supervision. - Huidong Xie; Liang Guo; Alexandre Velo; Zhao Liu; Qiong Liu; Xueqi Guo; Bo Zhou 009; Xiongchao Chen; Yu-Jung Tsai; Tianshun Miao; Menghua Xia; Yi-Hwa Liu; et al. (Medical Image Anal., 2025)

Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising. - Yinchi Zhou; Huidong Xie; Menghua Xia; Qiong Liu; Bo Zhou 009; Tianqi Chen; Jun Hou; Liang Guo; Xinyuan Zheng; Hanzhong Wang; Biao Li; Axel Rominger; et al. (CoRR, 2025)

POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. - Bo Zhou 009; Jun Hou; Tianqi Chen; Yinchi Zhou; Xiongchao Chen; Huidong Xie; Qiong Liu; Xueqi Guo; Menghua Xia; Yu-Jung Tsai; Vladimir Y. Panin; Takuya Toyonaga; et al. (IEEE Trans. Medical Imaging, 2025)