Dissected aorta segmentation using convolutional neural networks. - Tianling Lyu; Guanyu Yang 001; Xingran Zhao; Huazhong Shu; Limin Luo 001; Duanduan Chen; Jiang Xiong; Jian Yang 009; Shuo Li 001; Jean-Louis Coatrieux; Yang Chen 008 (Comput. Methods Programs Biomed., 2021)

Estimating dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural network. - Tianling Lyu; Wei Zhao 029; Yinsu Zhu; Zhan Wu; Yikun Zhang 001; Yang Chen 008; Limin Luo 001; Shuo Li 001; Lei Xing 001 (Medical Image Anal., 2021)

DUALWISE-MAR: Dual-domain Multi-view Weakly supervised Segmentation Network for CBCT Metal Artifact Reduction. - Xinyun Zhong; Zhan Wu; Yang Yang; Tianling Lyu; Wenxue Yu; Yan Xi; Yang Chen (BIBM, 2023)

A Dual-Energy Metal Artifact Redcution Method for DECT Image Reconstruction. - Tianling Lyu; Wei Zhao 029; Wei Gao; Jian Zhu; Yan Xi; Yang Chen 008; Wentao Zhu (EMBC, 2023)

SPIE-DIR: Self-Prior Information Enhanced Deep Iterative Reconstruction Using Two Complementary Limited-Angle Scans for DECT. - Yikun Zhang 001; Dianlin Hu; Tianling Lyu; Guotao Quan; Jun Xiang; Gouenou Coatrieux; Shouhua Luo; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2023)

PIE-ARNet: Prior Image Enhanced Artifact Removal Network for Limited-Angle DECT. - Yikun Zhang 001; Dianlin Hu; Tianling Lyu; Jian Zhu; Guotao Quan; Jun Xiang; Gouenou Coatrieux; Shouhua Luo; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2023)

D-NAF: Dynamic Neural Attenuation Fields for 4D CBCT Reconstruction in Pulmonary Imaging. - Yuxuan Long; Tianling Lyu; Fan Rao; Peng Yuan; Yang Chen 008; Wentao Zhu (BIBM, 2024)

Dual-Source CBCT for Larger Longitudinal Coverage: System Design and Image Reconstruction. - Xusheng Zhang; Tianling Lyu; Yijie Shi; Xinyun Zhong; Zhan Wu; Yan Xi; Shijie Wang; Yang Chen 008; Wentao Zhu (EMBC, 2024)

Intra-Guided Dual-Energy Material Decomposition Method for Dual-Source CBCT Systems. - Xinyun Zhong; Tianling Lyu; Zhan Wu; Wei Gao; Yan Xi; Wei Zhao 029; Wentao Zhu; Yang Chen 008 (EMBC, 2024)

Full-Length-Body CBCT Imaging in Upright Position with Robotic-arm System: A Simulation Study. - Tong Lin; Tianling Lyu; Zhan Wu; Yan Xi; Wentao Zhu; Yang Chen 008 (ISBI, 2024)

MM-DCNet: A Multi-Scale and Multi-MOdality Dynamic Convolutional Network for Lung Cancer Subtypes Classification. - Gege Ma; Yuan Jin; Tianling Lyu; Geng Chen 001; Zhuoxuan Wu; Jiaqi Zhao; Wentao Zhu 002 (ISBI, 2024)

HU-Net: Hessian-incorporated U-Net for CBCT projection-domain metal segmentation with guidance from SAM. - Chen Jiang; Tianling Lyu; Gege Ma; Yan Xi; Yang Chen 008; Wentao Zhu (CIS-RAM, 2024)

RSTAR: Rotational Streak Artifact Reduction in 4D CBCT using Separable and Circular Convolutions. - Ziheng Deng; Hua Chen; Haibo Hu; Zhiyong Xu; Tianling Lyu; Yan Xi; Yang Chen; Jun Zhao (CoRR, 2024)

CC-DCNet: Dynamic Convolutional Neural Network with Contrastive Constraints for Identifying Lung Cancer Subtypes on Multi-modality Images. - Yuan Jin; Gege Ma; Geng Chen 001; Tianling Lyu; Jan Egger; Junhui Lyu; Shaoting Zhang 001; Wentao Zhu 002 (CoRR, 2024)

Domain adaptive noise reduction with iterative knowledge transfer and style generalization learning. - Yufei Tang; Tianling Lyu; Haoyang Jin; Qiang Du; Jiping Wang; Yunxiang Li; Ming Li; Yang Chen 008; Jian Zheng 001 (Medical Image Anal., 2024)

SeNAS-Net: Self-Supervised Noise and Artifact Suppression Network for Material Decomposition in Spectral CT. - Xu Ji; Yuchen Lu; Yikun Zhang 001; Xu Zhuo; Shengqi Kan; Weilong Mao; Gouenou Coatrieux; Jean-Louis Coatrieux; Guotao Quan; Yan Xi; Shuo Li 001; Tianling Lyu; et al. (IEEE Trans. Computational Imaging, 2024)

Image Domain Multi-Material Decomposition Noise Suppression Through Basis Transformation and Selective Filtering. - Xu Ji; Xu Zhuo; Yuchen Lu; Weilong Mao; Shiyu Zhu; Guotao Quan; Yan Xi; Tianling Lyu; Yang Chen 008 (IEEE J. Biomed. Health Informatics, 2024)

Dual-energy CT metal artifact reduction by combined material decomposition and projection domain threshold segmentation. - Kai Chen; Tianling Lyu; Jean-Louis Coatrieux; Yang Chen 008 (ICASSP, 2025)

WUTrans: Whole-spectrum unilateral-query-secured transformer for 4D CBCT reconstruction. - Peng Yuan; Tianling Lyu; Fei Lyu 004; Yudong Zhang; Chunfeng Yang; Wentao Zhu; Zhiqiang Gao; Zhan Wu; Yang Chen 008; Wei Zhao; Jean-Louis Coatrieux (Biomed. Signal Process. Control., 2025)

Multi-Scale Cascaded With Cross-Attention Network-Based Deformation Vector Field Estimation for Motion-Compensated 4D-CBCT Reconstruction. - Peng Yuan; Fei Lyu 004; Zhiqiang Gao; Chunfeng Yang; Dianlin Hu; Jian Zhu; Zhan Wu; Tianling Lyu; Wei Zhao 029; Jianmin Dong; Yang Chen 008 (IEEE Trans. Computational Imaging, 2025)

Cone-Beam Computed Tomography Limited-Angle Image Reconstruction Using Planning CT-Guided Deep Diffusion Model. - Zhan Wu; Yang Yang; Dianlin Hu; Tianling Lyu; Yinsheng Li; Hao Tang; Huazhong Shu; Yan Xi; Yi Zhang 018; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2025)

PRAISE-Net: Deep Projection-Domain Data-Consistent Learning Network for CBCT Metal Artifact Reduction. - Zhan Wu; Xinyun Zhong; Tianling Lyu; Yan Xi; Xu Ji; Yi Zhang 018; Shipeng Xie; Hengyong Yu; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2025)

GDP-Net: Global Dependency-Enhanced Dual-Domain Parallel Network for Ring Artifact Removal. - Yikun Zhang 001; Guannan Liu; Yang Liu; Shipeng Xie; Jiabing Gu; Zujian Huang; Xu Ji; Tianling Lyu; Yan Xi; Shouping Zhu; Jian Yang 009; Yang Chen 008 (IEEE Trans. Medical Imaging, 2025)

Efficient Chambolle-Pock based algorithms for Convoltional sparse representation. - Yi Liu 007; Junjing Li; Yang Chen 008; Haowei Tang; Pengcheng Zhang 004; Tianling Lyu; Zhiguo Gui (CoRR, 2025)