Menghua Xia - RankMe

23 papers Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging. Medical Image Anal. Menghua Xia, Kuan-Yin Ko, Der-Shiun Wang, Ming-Kai Chen, Qiong Liu, Huidong Xie, Liang Guo, Wei Ji, Jinsong Ouyang, Reimund Bayerlein, Benjamin A. Spencer, Quanzheng Li, Ramsey D. Badawi, Georges El Fakhri, Chi Liu
2026	J	`jnl`	DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising. CoRR Yinchi Zhou, Liang Guo, Huidong Xie, Yuexi Du, Ashley Wang, Menghua Xia, Tian Yu, Ramesh Fazzone-Chettiar, Christopher A. Weyman, Bruce Spottiswoode, Vladimir Y. Panin, Kuangyu Shi, Edward J. Miller, Attila Feher, Albert J. Sinusas, Nicha C. Dvornek, Chi Liu
2026	J	`jnl`	Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data. Medical Image Anal. Huidong Xie, Weijie Gan, Reimund Bayerlein, Bo Zhou, Mingkai Chen, Michal Kulon, Annemarie Boustani, Kuan-Yin Ko, Der-Shiun Wang, Benjamin A. Spencer, Wei Ji, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, Yinchi Zhou, Hui Liu, Liang Guo, Hongyu An, Ulugbek S. Kamilov, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Ge Wang, Ramsey D. Badawi, Chi Liu
2026	J	`jnl`	LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising. IEEE Trans. Medical Imaging Menghua Xia, Huidong Xie, Qiong Liu, Bo Zhou, Hanzhong Wang, Biao Li, Axel Rominger, Quanzheng Li, Ramsey D. Badawi, Kuangyu Shi, Georges El Fakhri, Chi Liu
2026	J	`jnl`	Unsupervised Adaptation from FDG to PSMA PET/CT for 3D Lesion Detection under Label Shift. CoRR Xiaofeng Liu, Menghua Xia, Yanis Chemli, Georges El Fakhri, Chi Liu, Jinsong Ouyang
2025	J	`jnl`	2.5D Multi-View Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-Count PET Reconstruction With CT-Less Attenuation Correction. IEEE Trans. Medical Imaging Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2025	J	`jnl`	A generalizable diffusion framework for 3D low-dose and few-view cardiac SPECT imaging. Medical Image Anal. Huidong Xie, Weijie Gan, Wei Ji, Xiongchao Chen, Alaa Alashi, Stephanie Thorn, Bo Zhou, Qiong Liu, Menghua Xia, Xueqi Guo, Yi-Hwa Liu, Hongyu An, Ulugbek S. Kamilov, Ge Wang, Albert J. Sinusas, Chi Liu
2025	J	`jnl`	Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising. CoRR Yinchi Zhou, Huidong Xie, Menghua Xia, Qiong Liu, Bo Zhou, Tianqi Chen, Jun Hou, Liang Guo, Xinyuan Zheng, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Nicha C. Dvornek, Chi Liu
2025	J	`jnl`	Noise-aware dynamic image denoising and positron range correction for Rubidium-82 cardiac PET imaging via self-supervision. Medical Image Anal. Huidong Xie, Liang Guo, Alexandre Velo, Zhao Liu, Qiong Liu, Xueqi Guo, Bo Zhou, Xiongchao Chen, Yu-Jung Tsai, Tianshun Miao, Menghua Xia, Yi-Hwa Liu, Ian S. Armstrong, Ge Wang, Richard E. Carson, Albert J. Sinusas, Chi Liu
2025	J	`jnl`	POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. IEEE Trans. Medical Imaging Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Menghua Xia, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu
2024	J	`jnl`	2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. CoRR Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2024	J	`jnl`	USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis. Medical Image Anal. Jing Jiao, Jin Zhou, Xiaokang Li, Menghua Xia, Yi Huang, Lihong Huang, Na Wang, Xiaofan Zhang, Shichong Zhou, Yuanyuan Wang, Yi Guo
2023	J	`jnl`	Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation. Sensors Tongwaner Chen, Menghua Xia, Yi Huang, Jing Jiao, Yuanyuan Wang
2023	J	`jnl`	GMRLNet: A Graph-Based Manifold Regularization Learning Framework for Placental Insufficiency Diagnosis on Incomplete Multimodal Ultrasound Data. IEEE Trans. Medical Imaging Jing Jiao, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao, Yunyun Ren, Yuanyuan Wang, Yi Guo
2023	J	`jnl`	HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. Medical Image Anal. Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo
2022	J	`jnl`	AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. IEEE J. Biomed. Health Informatics Menghua Xia, Hongbo Yang, Yi Huang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
2022	J	`jnl`	Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. Medical Image Anal. Menghua Xia, Hongbo Yang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang
2022	J	`jnl`	Observer-based event-impulse mixed triggered fault detection for nonlinear semi-Markov jump systems. J. Frankl. Inst. Menghua Xia, Tao Yu, Kaibo Shi, Shuping He
2020	—	`conf`	Extracting Membrane Borders in IVUS Images Using a Multi-Scale Feature Aggregated U-Net. EMBC Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
2020	J	`jnl`	Vessel membrane segmentation and calcification location in intravascular ultrasound images using a region detector and an effective selection strategy. Comput. Methods Programs Biomed. Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang
2019	J	`jnl`	Edge-Guided Output Adaptor: Highly Efficient Adaptation Module for Cross-Vendor Medical Image Segmentation. IEEE Signal Process. Lett. Wenjun Yan, Yuanyuan Wang, Menghua Xia, Qian Tao
2019	J	`jnl`	IVUS images segmentation using spatial fuzzy clustering and hierarchical level set evolution. Comput. Biol. Medicine Menghua Xia, Wenjun Yan, Yi Huang, Yi Guo, Guohui Zhou, Yuanyuan Wang
2019	J	`jnl`	Segmentation of Media and Lumen in Intravascular Ultrasound Image Using Guided Multiscale Normalized Cut. J. Medical Imaging Health Informatics Yi Huang, Wenjun Yan, Menghua Xia, Yi Guo, Guohui Zhou, Yuanyuan Wang