Novel reconstruction of low-dose DCP-CT images using a regularized least-squares method based on voxel-level TAC correction (RLS-VC) [Link]
Zixiang Chen#, Ying Huang#, Na Zhang, Qiyang Zhang, Kaizhi Liang, Guotao Quan, Xiang Li, Zhenxing Huang, Dong Liang, Zhanli Hu*
Researchsquare Online, 2022.

Text-Guided Short-Axial PET Enhancement via Dual-Agent Medical Report Generation
Yuanhao Li, Sichun Li, Chunyan Yang, Tianyi Zhang, Ziteng Sui, Jianming Rong, Lianghua Li, Jianjun Liu, Ruohua Chen, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

PET Attenuation and Scattering Correction Using Conditional Flow Matching with Large Language Model (LLM) Semantic Prompts
Chunyan Yang, Sichun Li, Yuanhao Li, Jianming Rong, Ziteng Sui, Tianyi Zhang, Lianghua Li, Jianjun Liu, Ruohua Chen, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

A Mamba-Based Multimodal Brain Segmentation Network for 18F-AV45 PET/MR images via Medical Foundation Model Priors
Jianming Rong, Ziteng Sui, Chunyan Yang, Yuanhao Li, Tianyi Zhang, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

Metabolic Network Analysis for Brain Aging in Amyloid and Tau PET/MR Images
Tianyi Zhang, Jianming Rong, Ziteng Sui, Chunyan Yang, Yuanhao Li, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

A Graph-based Mamba Network for Low Dose PET/MRI Brain Imaging
Ziteng Sui, Chunyan Yang, Tianyi Zhang, Jianming Rong, Yuanhao Li, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

Anatomy-Guided Vision Graph Mamba Network for Individualized Low-Dose PET Reconstruction
Ziteng Sui, Jianming Rong, Tianyi Zhang, Chunyan Yang, Yuanhao Li, Zhenxing Huang*
2026 SNMMI Annual Meeting Accept, 2026.

Distinguishing benign and malignant masses of breast tumors in DCE-MRI using a spatial-temporal encoding model
Tianyi Zhang, Lin Li, Yuan Guo, Jianming Rong, Yuanhao Li, Ya Ren, Meng Wang, Shuluan Chen, Jie Wen, wei cui, Dehong Luo, Zhou Liu, Zhenxing Huang*
Proc. 34th Annual Meeting of ISMRM Accept, 2026.

Visualization of Cerebral Veins and Deep Gray Matter Nuclei by Susceptibility-weighted Imaging: A Comparative Study of 5.0 T and 3.0 T Imaging [Link]
Shanpo Yang#, Zhenxing Huang#, Jianmin Yuan, Haining Wang, Yijing Dong, Yihong Zhong, Yongming Dai, Dong Liang, Hairong Zheng, Dehong Luo*, Zhanli Hu*
British Journal of Radiology. Online, 2026.

Diffusion-Based Model for Parametric Ki Generation From Total-Body Dynamic PET of Short-Duration Scan [Link]
Meiyuan Wen#, Yaping Wu#,Zhenxing Huang#, Xiangjian He, Fiseha Berhanu Tesema, Zixiang Chen, Yunlong Gao, Wenbo Li, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 10(1): 16-25, 2026.

Weight-adaptive network with CT enhancement for short-duration PET imaging utilizing the uEXPLORER total-body system [Link]
Fanting Luo#, Hongyan Tang#, Wenbo Li#, Haiyan Wang, Ruohua Chen, Jianjun Liu, Chao Zhou, Xu Zhang, Wei Fan, Yumo Zhao, Yongfeng Yang, Hairong Zheng, Dong Liang, Shengping Liu*, Zhenxing Huang*, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 9(6):2469-7311, 2025.

Automatic Brain Segmentation for PET/MR Dual-modal Images through a Cross-Fusion Mechanism [Link] [Cover page]
Hongyan Tang#, Zhenxing Huang#, Wenbo Li#, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Jing Qin, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 29(3):1982-1994, 2025.

Multistage Diffusion Model with Phase Error Correction for Fast PET Imaging [Link]
Yunlong Gao#,Zhenxing Huang#,Xingyu Xie#,Wenjie Zhao,Qianyi Yang,Xinlan Yang,Yongfeng Yang,Hairong Zheng,Dong Liang,Jianjun Liu,Ruohua Chen*,Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 29(10): 7373-7386, 2025.

A generative whole-brain segmentation model for positron emission tomography images [Link]
Wenbo Li#, Zhenxing Huang#, Hongyan Tang#, Yaping Wu, Yunlong Gao, Jing Qin, Jianmin Yuan, Yang Yang, Yan Zhang, Na Zhang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
EJNMMI Physics 12(1):15, 2025.

Structural semantic-guided MR synthesis from PET images via a dual cross-attention mechanism [Link]
Hongyan Tang#, Wenbo Li#, Zhenxing Huang#, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
Medical Physics 52(7): e17957, 2025.

Accurate whole-brain segmentation for bimodal PET/MR images via a cross-attention mechanism [Link]
Wenbo Li#, Zhenxing Huang#, Qiyang Zhang#, Na Zhang, Wenjie Zhao, Yaping Wu, Jianmin Yuan, Yang Yang, Yan Zhang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 9(1):47-56, 2025.

Dual-Prompt-Enhanced Multiorgan Segmentation Model for Total-Body PET Images [Link]
Yunlong Gao#, Zhenxing Huang#, Yaping Wu, Wenbo Li, Meiyuan Wen, Wenjie Zhao, Qianyi Yang, Chuanli Cheng, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 9(8): 1062-1073, 2025.

STMDiff: Spatiotemporal Matching Diffusion Model for Dual-Time-Point Total-body PET/CT Imaging via Contrastive Learning [Link]
Wenbo Li, Zhenxing Huang, Lianghua Li, Chunyan Yang, Yihan Wang, Wenjian Qin, Na Zhang, Hairong Zheng, Dong Liang, Jianjun Liu, Zhanli Hu*
Medical Image Computing and Computer Assisted Intervention Society 541-551, 2025.

An Automatic 3D PET Tumor Segmentation Framework Assisted by Geodesic Sequences [Link]
Lin Yang#, Dan Shao#, Chuanli Cheng, Chao Zou, Zhenxing Huang, Hairong Zheng, Dong Liang, Zhi-Feng Pang*, Xue-Cheng Tai*, Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 30(1): 388-404, 2025.

Graph Theory Analysis of a Human Body Metabolic Network: A Systematic and Organ-specific Study [Link]
Jingxuan Ruan#, Yaping Wu#, Haiyan Wang, Zhenxing Huang, Ziwei Liu, Xinlang Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
Medical Physics 52(4):2340-2355, 2025.

Multimodal Feature-Guided Diffusion Model for Low-Count PET Image Denoising [Link]
Gengjia Lin#, Yuxi Jin#, Zhenxing Huang, Zixiang Chen Haizhou Liu, Chao Zhou, Xu Zhang, Wei Fan, Na Zhang, Dong Liang, Peng Cao*, Zhanli Hu*
Medical Physics 52:4403–4415, 2025.

Total-body PET/CT: A role of artificial intelligence? [Link]
Qiyang Zhang, Zhenxing Huang, Yuxi Jin, Wenbo Li, Hairong Zheng, Dong Liang, ZhanliHu*
Seminars in Nuclear Medicine 55(1): 124-136, 2025.

Segmentation-based X-ray multiobjective quality assessment network [Link]
Qianyi Yang#, Demin Xu#, Zhenxing Huang, Wenbo Li, Guanxun Cheng, Tianye Niu, Hairong Zheng, Dong Liang, Fei Feng*, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 9(2): 202-214, 2025.

Automatic dual-modality breast tumor segmentation in PET/CT images using CT-Guided Transformer [Link]
Huizhong Zheng#, Dan Shao#, Zhenxing Huang, Yongfeng Yang, Dong Liang, Hairong Zheng, Yuan Yao, Xiangjian He*, Zhanli Hu*
Medical Physics 52(11): e70136, 2025.

MacNet: A mobile attention classification network combining convolutional neural network and transformer for the differentiation of cervical cancer [Link]
Yi An#, Yuanyuan Lei#, Zhenxing Huang, Yu Liu, Meiyong Huang, Zhou Liu, Wenbo Li, Dong Liang, Wenting Huang*, Zhanli Hu*
Quantitative Imaging in Medicine and Surgery 15(1): 55-73, 2025.

Texture features-guided image reconstruction kernel method for 18F-FDG delayed PET imaging [Link]
Zhichao Song#, Jianping Zhang#, Zixiang Chen, Zhenxing Huang, Wenbo Li, Xi Fang, Catherine C. Liu, Yunlong Gao, Yihan Wang, Yongfeng Yang, Hairong Zheng, Dong Liang, Shaoli Song*, Zhanli Hu*
Physics in Medicine and Biology 70(14): 145028, 2025.

Deep Learning–based Classification of Traditional Chinese Medicine: A Novel Approach [Link]
Yafen Kang#, Mingxiang Wu#, Yunlong Gao#, Liwen Fu, Chengda Li, Zhuoyue Song, Yuxi Jin, Zhenxing Huang, Zhanli Hu*, Yang Yu*
Quantitative Imaging in Medicine and Surgery 5(8):7483-7496, 2025.

Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network [Link]
Jun Dong#, RunJianya Ling#, Zhenxing Huang, Yidan Xu, Haiyan Wang, Zixiang Chen, Meiyong Wang, Vladimir Stankovic, Jiayin Zhang*, Zhanli Hu*
Journal of X-Ray Science and Technology 33(3): 578-590, 2025.

Accurate whole-brain image enhancement for low-dose integrated PET/MR imaging through spatial brain transformation [Link] [Cover page]
Zhenxing Huang#, Wenbo Li#, Yaping Wu#, Lin Yang, Yun Dong, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 28(9): 5280-5289, 2024.

Learning CT-free attenuation-corrected total-body PET images through deep learning [Link]
Wenbo Li#, Zhenxing Huang#, Zixiang Chen, Yongluo Jiang, Chao Zhou, Xu Zhang, Wei Fan,Yumo Zhao, Lulu Zhang, Liwen Wan, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu*
European Radiology 34: 5578-5587, 2024.

MMCA-NET: A multimodal cross attraction transformer network for nasopharyngeal carcinoma tumor segmentation based on a total-body PET/CT system [Link]
Wenjie Zhao#, Zhenxing Huang#, Si Tang#, Wenbo Li, Yunlong Gao, Qianyi Yang, Yingying Hu, Wei Fan, Chuanli Cheng, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 28(9): 5447-5458, 2024.

OIF-Net: An Optical Flow Registration based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising [Link]
Minghan Fu#, Na Zhang#, Zhenxing Huang, Chao Zhou, Xu Zhang, Jianmin Yuan, Qiang He, Yongfeng Yang, Hairong Zheng, Dong Liang, Fang-Xiang Wu, Wei Fan, and Zhanli Hu*
IEEE Transaction on Medical Imgaging 43(4):1554-1567, 2024.

Bidirectional dynamic frame prediction network for total-body 68Ga-PSMA-11 and 68Ga-FAPI-04 images [Link]
Qianyi Yang#, Wenbo Li#, Zhenxing Huang, Zixiang Chen, Wenjie Zhao, Yunlong Gao, Xinlan Yang, Yongfeng Yang, Hairong Zheng, Dong Liang, Jianjun Liu, Ruohua Chen*, Zhanli Hu*
EJNMMI Physics 11(1):92, 2024.

Few-Shot Segmentation Framework for Lung Nodules via an Optimized Active Contour Model [Link]
Lin Yang#, Dan Shao#, Zhenxing Huang, Mengxiao Geng, Na Zhang, Long Chen, Xi Wang, Dong Liang, Zhi-Feng Pang*, Zhanli Hu*
Medical Physics 51(4):2788-2805, 2024.

Medical Multi-Modal Image Transformation with Modality Code Awareness [Link]
Zhihua Li#, Yuxi Jin#, Qingneng Li#, Zhenxing Huang, Zixiang Chen, Chao Zhou, Na Zhang, Xu Zhang, Wei Fan, Jianmin Yuan, Qiang He, Weiguang Zhang, Dong Liang*, Zhanli Hu
IEEE Transactions on Radiation and Plasma Medical Sciences 8(5):511-520, 2024.

An interactive nuclei segmentation framework with Voronoi diagrams and weighted convex difference for cervical cancer pathology images [Link]
Lin Yang#, Yuanyuan Lei#, Zhenxing Huang, Mengxiao Geng, Zhou Liu, Baijie Wang, Dehong Luo, Wenting Huang, Dong Liang, Zhifeng Pang* and Zhanli Hu*
Physics in Medicine and Biology 69(2):025021, 2024.

Deep Learning for Intracranial Aneurysm Segmentation Using CT Angiography [Link]
Huizhong Zheng#, Xinfeng Liu#, Zhenxing Huang, Yan Ren, Bin Fu, Tianliang Shi, Lu Liu, Qiping Guo, Chong Tian, Dong Liang, Rongpin Wang*, Jie Chen*, Zhanli Hu*
Physics in Medicine and Biology 69: 155024, 2024.

Multimodal radiomics-based methods using deep learning for prediction of brain metastasis in non-small cell lung cancer with 18F-FDG PET/CT images [Link]
Yuan Zhu#, Shan Cong#, Qiyang Zhang#, Zhenxing Huang, Xiaohui Yao, You Cheng, Dong Liang, Zhanli Hu*, Dan Shao*
Biomedical Physics & Engineering Express 10: 065011, 2024.

Accurate brain pharmacokinetic parametric imaging using the blood input function extracted from the cavernous sinus [Link]
Yafen Kang#, Zixiang Chen#, Zhuoyue Song, Yaping Wu, Zhenxing Huang, Yuxi Jin, Meiyun Wang, Zhanli Hu*, Yang Yu*
American Journal of Nuclear Medicine and Molecular Imaging 14(4): 272-281, 2024.

Fusion of shallow and deep features from 18F-FDG PET/CT for predicting EGFR-sensitizing mutations in non-small cell lung cancer [Link]
Xiaohui Yao#, Yuan Zhu#, Zhenxing Huang#, Yue Wang, Shan Cong, Liwen Wan, Ruodai Wu, Long Chen*, Zhanli Hu*
Quantitative Imaging in Medicine and Surgery 14(8):2223-4306, 2024.

Building a Kinetic Induced Voxel-Clustering Filter (KVCF) for Low-Dose Perfusion CT Imaging [Link]
Zixiang Chen, Yuxi Jin, Zhenxing Huang, Na Zhang, Kaiyi Liang, Guotao Quan, Dong Liang, Hairong Zheng, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 8(7): 762-773, 2024.

Quantitative pharmacokinetic parameter Ktrans map assists in regional segmentation of nasopharyngeal carcinoma in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) [Link]
Junhui Huang#, Shangpo Yang#, Liyan Zou, Yingying Chen, Long Yang, Bingyu Yao, Zhenxing Huang, Yihong Zhong, Zhou Liu*, Na Zhang*
Biomedical Signal Processing and Control 87: 105433, 2024.

Low count PET/MR imaging with spatial transformation [Link]
Zhenxing Huang, Wenbo Li, Yaping Wu, Lin Yang, Ziwei Liu,Yun Dong, Yongfeng Yang, Hairong Zheng,Dong Liang, Meiyun Wang, Zhanli Hu
2024 SNMMI Annual Meeting Toronto, Canada, Poster Presentation, 2024.

Learning a CNN approach of dual dose reduction for total-body PET/CT attenuation-correction [Link]
Zhenxing Huang, Wenbo Li, Yanhua Duan,Haiyan Wang,Yongfeng Yang, Hairong Zheng,Dong Liang, Zhaoping Cheng, Zhanli Hu
2024 SNMMI Annual Meeting Toronto, Canada, Poster Presentation, 2024.

Deep Learning-Driven Multimodal Radiomic Approaches for predicting Brain Metastases Using 18F-PET/CT Images [Link]
Zhenxing Huang, Yuan Zhu, Shan Cong, Xiaohui Yao, You Cheng, Hairong Zheng, Dong Liang, Dan Shao and Zhanli Hu
2024 SNMMI Annual Meeting Toronto, Canada, Poster Presentation, 2024.

SUV-guided PET Attenuation Correction for Delayed Imaging [Link]
Zhenxing Huang, Wenbo Li, Jianping Zhang, Yongfeng Yang, Hairong Zheng, Dong Liang, Shaoli Song, Zhanli Hu
2024 IEEE Nuclear Science Symposium and Medical Imaging Conference Tampa, USA, Poster, 2024.

Short-axis PET image quality improvement based on a uEXPLORER total-body PET system through deep learning [Link]
Zhenxing Huang#, Wenbo Li#, Yaping Wu#, Nannan Guo, Lin Yang, Na Zhang, Zhifeng Pang, Yongfeng Yang, Yun Zhou, Yue Shang, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
European Journal of Nuclear Medicine and Molecular Imaging 51: 27-39, 2023.

MLNAN: Multi-level Noise-aware Network for Low-dose CT Imaging Implemented with Constrained Cycle Wasserstein Generative Adversarial Networks [Link]
Zhenxing Huang#, Wenbo Li#, Yunling Wang, Zhou Liu, Qiyang Zhang, Yuxi Jin, Ruodai Wu, Guotao Quan, Dong Liang, Zhanli Hu, Na Zhang*
Artificial Intelligence In Medicine 143: 102609, 2023.

Automatic brain structure segmentation for 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance images via deep learning [Link]
Zhenxing Huang#, Han Liu#, Yaping Wu#, Wenbo Li, Jun Liu, Ruodai Wu, Jianmin Yuan, Qiang He, Zhe Wang, Ke Zhang, Dong Liang, Zhanli Hu, Meiyun Wang*, Na Zhang*
Quantitative Imaging in Medicine and Surgery 13(7): 4447-4462, 2023.

Adaptive 3D noise level-guided restoration network for low-dose positron emission tomography imaging [Link] [Back cover page]
Wenbo Li#, Zhenxing Huang#, Chao Zhou, Xu Zhang, Wei Fan, Dong Liang, Zhanli Hu*
Interdisciplinary Medicine 1:e20230012, 2023.

Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation [Link]
Zhi-Feng Pang, Meng-Xiao Geng, Lan Zhang, Yanru Zhou, Tieyong Zeng, Liyun Zheng, Na Zhang, Dong Liang, Hairong Zheng, Yongming Dai, Zhenxing Huang*, Zhanli Hu*
Signal Processing 205: 108881, 2023.

Deep learning-based dynamic PET parametric Ki image generation from lung static PET [Link]
Haiyan Wang#, Yaping Wu#, Zhenxing Huang, Zhicheng Li, Na Zhang, Fangfang Fu, Nan Meng, Haining Wang, Yun Zhou, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Greta S. P. Mok, Meiyun Wang*, Zhanli Hu*
European Radiology 33: 2676–2685, 2023.

Low-dose dynamic cerebral perfusion CT reconstruction based on voxel-level TAC correction (VTC) [Link]
Zixiang Chen, Na Zhang, Qiyang Zhang, Kaiyi Liang, Zhenxing Huang, Guotao Quan, Xiang Li, Dong Liang, Zhanli Hu*
Biomedical Signal Processing and Control 86: 105225, 2023.

An adaptive weighted active contour segmentation model for 3T/5T MRI from the same person [Link]
Zhenxing Huang, Mengxiao Geng, Liyun Zheng, Na Zhang, Dong Liang, Hairong Zheng, Yongming Dai, Zhanli Hu*
Proc. 31th Annual Meeting of ISMRM Toronto, Canada, Digital Poster, 2023.

A 3D noise-level-aware network for low-dose PET imaging [Link]
Wenbo Li, Zhenxing Huang, Haiyan Wang, Chao Zhou, Xu Zhang, Wei Fan, Zhanli Hu*
2023 SNMMI Annual Meeting Chicago, USA, Oral Presentation, 2023.

Total body image enhancement for low-dose PET/CT imaging [Link]
Zhenxing Huang, Wenbo Li, Lin Yang, Yanhua Duan, Zhaoping Cheng, Dong Liang; Zhanli Hu
2023 Radiological Society of North America Annual Meeting Chicago, USA, Oral Presentation, 2023.

A noise-adapted network for low-dose CT imaging [Link]
Zhenxing Huang#, Wenbo Li#, Mengxiao Geng, Yuxi Jin, Lin Yang, Guotao Quan, Dong Liang, Zhanli Hu*
2023 IEEE Nuclear Science Symposium and Medical Imaging Conference Vancouver, Canada, Poster, 2023.

Total body PET attenuation correction based on low-dose CT and non-attenuation-corrected PET images [Link]
Zhenxing Huang#, Zhaoping Cheng#, Yanhua Duan#, Wenbo Li, Yumo Zhao, Yongfeng Yang, Dong Liang, Zhanli Hu*
2023 IEEE Nuclear Science Symposium and Medical Imaging Conference Vancouver, Canada, Poster, 2023.

An adaptive 3D denoising network for low-dose PET/MR imaging using spatial brain transform [Link]
Zhenxing Huang#, Yaping Wu#, Wenbo Li, Yumo Zhao, Yongfeng Yang, Dong Liang, Meiyun Wang*, Zhanli Hu*
2023 IEEE Nuclear Science Symposium and Medical Imaging Conference Vancouver, Canada, Poster, 2023.

Prediction of brain metastases from non-small cell lung cancer using multimodal radiomics and deep learning based on 18F- PET/CT images [Link]
Zhenxing Huang#, Yuan Zhu#, Wenbo Li, Lin Yang, Dong Liang, Dan Shao*, Zhanli Hu*
2023 IEEE Nuclear Science Symposium and Medical Imaging Conference Vancouver, Canada, Poster, 2023.

Fused multimodal radiomics with deep learning for predicting EGFR-sensitizing mutations based on 18F- PET/CT images [Link]
Zhenxing Huang#, Yuan Zhu#, Yue Wang, Wenbo Li, Lin Yang, Dong Liang, Long Chen*, Zhanli Hu*
2023 IEEE Nuclear Science Symposium and Medical Imaging Conference Vancouver, Canada, Poster, 2023.

Parametric image generation with the uEXPLORER total-body PET/CT system through deep learning [Link]
Zhenxing Huang#, Yaping Wu#, Fangfang Fu, Nan Meng, Fengyun Gu, Qi Wu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Meiyun Wang*, Zhanli Hu*
European Journal of Nuclear Medicine and Molecular Imaging 49: 2482-2492, 2022.

Segmentation-guided Denoising Network for Low-dose CT Imaging [Link]
Zhenxing Huang#, Zhou Liu#, Pin He, Ya Ren, Shuluan Li, Yuanyuan Lei, Dehong Luo, Dong Liang, Dan Shao, Zhanli Hu, Na Zhang*
Computer Methods and Programs in Biomedicine 227: 107199, 2022.

Deep cascade residual networks (DCRNs): optimizing an encoder-decoder convolutional neural network for low-dose CT imaging [Link]
Zhenxing Huang, Zixiang Chen, Guotao Quan, Yanfeng Du, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
IEEE Transactions on Radiation and Plasma Medical Sciences 6(8): 829-840, 2022.

Deep learning for low-dose CT image combined with anatomical prior information [Link]
Zhenxing Huang, Zixiang Chen, Qiyang Zhang, Xinfeng Liu, Rongpin Wang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
The 17th Chinese Conference on Stereoscopy and Image Analysis (2022) Oral Presentation, Excellent Report, 208-209, 2022.

Learning a deep cnn denoising approach using anatomical prior information implemented with attention mechanism for low-dose CT imaging on clinical patient data from multiple anatomical sites [Link] [Cover page]
Zhenxing Huang#, Xinfeng Liu#, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
IEEE Journal of Biomedical and Health Informatics 25(9):3416-3427, 2021.

Considering anatomical prior information for low-dose CT image enhancement using attribute-agumented Wasserstein generative adversarial networks [Link]
Zhenxing Huang#, Xinfeng Liu#, Rongpin Wang, Jincai Chen*, Ping Lu, Qiyang Zhang, Changhui Jiang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
Neurocomputing 428: 104-115, 2021.

FaNet: Fast Assessment Network for the Novel Coronavirus (COVID-19) Pneumonia Based on 3D CT Imaging and Clinical Symptoms [Link]
Zhenxing Huang#, Xinfeng Liu#, Rongpin Wang*, Mudan Zhang, Xianchun Zeng, Jun Liu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang*, Zhanli Hu*
Applied Intelligence 51(5): 2838-2849, 2021.

DaNet: dose-aware network embedded with dose-level estimation for low-dose CT imaging [Link]
Zhenxing Huang, Zixiang Chen, Jincai Chen, Ping Lu, Guotao Quan, Yanfeng Du, Chenwei Li, Zheng Gu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
Physics in Medicine and Biology 66(1): 015005, 2021.

A preliminary study of dual‐tracer PET image reconstruction guided by FDG and/or MR kernels [Link]
Haiyan Wang, Zhenxing Huang, Qiyang Zhang, Dongfang Gao, Zhanglei OuYang, Dong Liang, Xin Liu, Yongfeng Yang, Hairong Zheng, Zhanli Hu*
Medical Physics 48(9): 5259-5271, 2021.

Temporal feature prior-aided separated reconstruction method for low-dose dynamic myocardial perfusion computed tomography [Link]
Zixiang Chen, Dong Zeng, Zhenxing Huang, Jianhua Ma, Zheng Gu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu*
Physics in Medicine & Biology 66(4): 045012, 2021.

Adversarial Learning for Image Super Resolution Using Auxiliary Texture Feature Attributes [Link]
Zhenxing Huang#, Dongdong Liu#, Wei Chen, Ping Lu, Jincai Chen*
2021 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS) Shenyang, China, Oral Presentation, 132-137, 2021.

Towards Information Diversity Through Separable Cascade Modules for Image Super Resolution [Link]
Wei Chen#, Zhenxing Huang#, Dongdong Liu, Ping Lu, Jincai Chen*
2021 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS) Shenyang, China, Oral Presentation, 125-131, 2021.

A deep attention-based ensemble network for real-time face hallucination [Link]
Dongdong Liu, Jincai Chen*, Zhenxing Huang, Ni Zeng, Ping Lu, Lin Yang, Haofeng Wang, Jinqiao Kou, Min Wu
Journal of Real-Time Image Processing 17:1927–1937, 2020.