Geng Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 64

Top Topics

Medical Image Segmentation

Convolutional Neural Networks

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Yuxin Xie, Tao Zhou, Yi Zhou, Geng Chen
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues. CoRR (2024)
Zhenni Yu, Li Zhao, Tangfei Liao, Xiaoqin Zhang, Geng Chen, Guobao Xiao
A novel non-pretrained deep supervision network for polyp segmentation. Pattern Recognit. 154 (2024)
Geng Chen, Huazhu Fu, Tao Zhou, Guobao Xiao, Keren Fu, Yong Xia, Yanning Zhang
Fusion-Embedding Siamese Network for Light Field Salient Object Detection. IEEE Trans. Multim. 26 (2024)
Tao Zhou, Yi Zhou, Guangyu Li, Geng Chen, Jianbing Shen
Uncertainty-Aware Hierarchical Aggregation Network for Medical Image Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Jian Chen, Ranlin Lu, Shilin Ye, Mengting Guang, Tewodros Megabiaw Tassew, Bin Jing, Guofu Zhang, Geng Chen, Dinggang Shen
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Jian Chen, Ranlin Lu, Bin Jing, He Zhang, Geng Chen, Dinggang Shen
One model, two brains: Automatic fetal brain extraction from MR images of twins. Comput. Medical Imaging Graph. 112 (2024)
Shijie Huang, Xukun Zhang, Zhiming Cui, He Zhang, Geng Chen, Dinggang Shen
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans With Guidance From High-Quality Isotropic Volumes. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Junqing Yang, Haotian Jiang, Tewodros Tassew, Peng Sun, Jiquan Ma, Yong Xia, Pew-Thian Yap, Geng Chen
Towards Accurate Microstructure Estimation via 3D Hybrid Graph Transformer. MICCAI (8) (2023)
Geng Chen, Hang Dai, Tao Zhou, Jianbing Shen, Ling Shao
Automatic Schelling Point Detection From Meshes. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
Geng Chen, Jie Qin, Boulbaba Ben Amor, Weiming Zhou, Hang Dai, Tao Zhou, Heyuan Huang, Ling Shao
Automatic Detection of Tooth-Gingiva Trim Lines on Dental Surfaces. IEEE Trans. Medical Imaging 42 (11) (2023)
Shijie Huang, Xukun Zhang, Zhiming Cui, He Zhang, Geng Chen, Dinggang Shen
Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes. CoRR (2023)
Shijie Huang, Geng Chen, Kaicong Sun, Zhiming Cui, Xukun Zhang, Peng Xue, Xuan Zhang, He Zhang, Dinggang Shen
Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge. IPMI (2023)
Tao Zhou, Deng-Ping Fan, Geng Chen, Yi Zhou, Huazhu Fu
Specificity-preserving RGB-D saliency detection. Comput. Vis. Media 9 (2) (2023)
Chun-Mei Feng, Yunlu Yan, Geng Chen, Yong Xu, Ying Hu, Ling Shao, Huazhu Fu
Multimodal Transformer for Accelerated MR Imaging. IEEE Trans. Medical Imaging 42 (10) (2023)
Zhanlong Yang, Linzhi Yang, Geng Chen, Pew-Thian Yap
Improved polar complex exponential transform for robust local image description. Pattern Recognit. 143 (2023)
Geng Chen, Yoonmi Hong, Khoi Minh Huynh, Pew-Thian Yap
Deep learning prediction of diffusion MRI data with microstructure-sensitive loss functions. Medical Image Anal. 85 (2023)
Lin Li, Bo Dong, Eric Rigall, Tao Zhou, Junyu Dong, Geng Chen
Marine Animal Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Geng Chen, Haotian Jiang, Jiannan Liu, Jiquan Ma, Hui Cui, Yong Xia, Pew-Thian Yap
Hybrid Graph Transformer for Tissue Microstructure Estimation with Undersampled Diffusion MRI Data. MICCAI (1) (2022)
Geng Chen, Si-Jie Liu, Yu-Jia Sun, Ge-Peng Ji, Ya-Feng Wu, Tao Zhou
Camouflaged Object Detection via Context-aware Cross-level Fusion. CoRR (2022)
Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen, Huazhu Fu, Luc Van Gool
Video Polyp Segmentation: A Deep Learning Perspective. CoRR (2022)
Geng Chen, Si-Jie Liu, Yu-Jia Sun, Ge-Peng Ji, Ya-Feng Wu, Tao Zhou
Camouflaged Object Detection via Context-Aware Cross-Level Fusion. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Haoran Yin, Pengbo Xu, Hui Cui, Geng Chen, Jiquan Ma
U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net. CDMRI@MICCAI (2022)
Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen, Luc Van Gool
Video Polyp Segmentation: A Deep Learning Perspective. Int. J. Autom. Comput. 19 (6) (2022)
Feihong Liu, Jun Feng, Geng Chen, Dinggang Shen, Pew-Thian Yap
Gaussianization of Diffusion MRI Data Using Spatially Adaptive Filtering. Medical Image Anal. 68 (2021)
Ge-Peng Ji, Yu-Cheng Chou, Deng-Ping Fan, Geng Chen, Huazhu Fu, Debesh Jha, Ling Shao
Progressively Normalized Self-Attention Network for Video Polyp Segmentation. MICCAI (1) (2021)
Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan, Ling Shao
Specificity-preserving RGB-D Saliency Detection. ICCV (2021)
Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan, Ling Shao
Specificity-preserving RGB-D Saliency Detection. CoRR (2021)
Ge-Peng Ji, Yu-Cheng Chou, Deng-Ping Fan, Geng Chen, Huazhu Fu, Debesh Jha, Ling Shao
Progressively Normalized Self-Attention Network for Video Polyp Segmentation. CoRR (2021)
Jiannan Liu, Bo Dong, Shuai Wang, Hui Cui, Deng-Ping Fan, Jiquan Ma, Geng Chen
COVID-19 lung infection segmentation with a novel two-stage cross-domain transfer learning framework. Medical Image Anal. 74 (2021)
Qian Chen, Keren Fu, Ze Liu, Geng Chen, Hongwei Du, Bensheng Qiu, Ling Shao
EF-Net: A novel enhancement and fusion network for RGB-D saliency detection. Pattern Recognit. 112 (2021)
Geng Chen, Yoonmi Hong, Yongqin Zhang, Jaeil Kim, Khoi Minh Huynh, Jiquan Ma, Weili Lin, Dinggang Shen, Pew-Thian Yap
Estimating Tissue Microstructure with Undersampled Diffusion Data via Graph Convolutional Neural Networks. MICCAI (7) (2020)
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans. CoRR (2020)
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
PraNet: Parallel Reverse Attention Network for Polyp Segmentation. CoRR (2020)
Ge-Peng Ji, Deng-Ping Fan, Tao Zhou, Geng Chen, Huazhu Fu, Ling Shao
Automatic Polyp Segmentation via Parallel Reverse Attention Network. MediaEval (2020)
Yoonmi Hong, Wei-Tang Chang, Geng Chen, Ye Wu, Weili Lin, Dinggang Shen, Pew-Thian Yap
Multifold Acceleration of Diffusion MRI via Slice-Interleaved Diffusion Encoding (SIDE). CoRR (2020)
Lin Li, Eric Rigall, Junyu Dong, Geng Chen
MAS3K: An Open Dataset for Marine Animal Segmentation. Bench (2020)
Tao Zhou, Huazhu Fu, Geng Chen, Jianbing Shen, Ling Shao
Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis. IEEE Trans. Medical Imaging 39 (9) (2020)
Tao Zhou, Huazhu Fu, Geng Chen, Jianbing Shen, Ling Shao
Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis. CoRR (2020)
Deng-Ping Fan, Ge-Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
PraNet: Parallel Reverse Attention Network for Polyp Segmentation. MICCAI (6) (2020)
Khoi Minh Huynh, Tiantian Xu, Ye Wu, Xifeng Wang, Geng Chen, Haiyong Wu, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap
Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging. IEEE Trans. Medical Imaging 39 (11) (2020)
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images. IEEE Trans. Medical Imaging 39 (8) (2020)
Geng Chen, Bin Dong, Yong Zhang, Weili Lin, Dinggang Shen, Pew-Thian Yap
Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space. IEEE Trans. Medical Imaging 38 (12) (2019)
Geng Chen, Bin Dong, Yong Zhang, Weili Lin, Dinggang Shen, Pew-Thian Yap
space super-resolution with application to infant diffusion MRI. Medical Image Anal. 57 (2019)
Khoi Minh Huynh, Geng Chen, Ye Wu, Dinggang Shen, Pew-Thian Yap
Multi-Site Harmonization of Diffusion MRI Data via Method of Moments. IEEE Trans. Medical Imaging 38 (7) (2019)
Geng Chen, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
Noise reduction in diffusion MRI using non-local self-similar information in joint x-q space. Medical Image Anal. 53 (2019)
Khoi Minh Huynh, Tiantian Xu, Ye Wu, Geng Chen, Kim-Han Thung, Haiyong Wu, Weili Lin, Dinggang Shen, Pew-Thian Yap
Probing Brain Micro-architecture by Orientation Distribution Invariant Identification of Diffusion Compartments. MICCAI (3) (2019)
Yoonmi Hong, Geng Chen, Pew-Thian Yap, Dinggang Shen
Multifold Acceleration of Diffusion MRI via Deep Learning Reconstruction from Slice-Undersampled Data. IPMI (2019)
Yoonmi Hong, Geng Chen, Pew-Thian Yap, Dinggang Shen
Reconstructing High-Quality Diffusion MRI Data from Orthogonal Slice-Undersampled Data Using Graph Convolutional Neural Networks. MICCAI (3) (2019)
Yongqin Zhang, Pew-Thian Yap, Geng Chen, Weili Lin, Li Wang, Dinggang Shen
Super-resolution reconstruction of neonatal brain magnetic resonance images via residual structured sparse representation. Medical Image Anal. 55 (2019)
Yoonmi Hong, Jaeil Kim, Geng Chen, Weili Lin, Pew-Thian Yap, Dinggang Shen
Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks. IEEE Trans. Medical Imaging 38 (12) (2019)
Feihong Liu, Jun Feng, Geng Chen, Ye Wu, Yoonmi Hong, Pew-Thian Yap, Dinggang Shen
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks. GLMI@MICCAI (2019)
Brittany R. Howell, Martin A. Styner, Wei Gao, Pew-Thian Yap, Li Wang, Kristine Baluyot, Essa Yacoub, Geng Chen, Taylor Potts, Andrew P. Salzwedel, Gang Li, John H. Gilmore, Joseph Piven, J. Keith Smith, Dinggang Shen, Kamil Ugurbil, Hongtu Zhu, Weili Lin, Jed T. Elison
The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development. NeuroImage 185 (2019)
Khoi Minh Huynh, Tiantian Xu, Ye Wu, Kim-Han Thung, Geng Chen, Weili Lin, Dinggang Shen, Pew-Thian Yap
Characterizing Non-Gaussian Diffusion in Heterogeneously Oriented Tissue Microenvironments. MICCAI (3) (2019)
Feihong Liu, Jun Feng, Geng Chen, Ye Wu, Yoonmi Hong, Pew-Thian Yap, Dinggang Shen
DeepBundle: Fiber Bundle Parcellation with Graph Convolution Neural Networks. CoRR (2019)
Geng Chen, Bin Dong, Yong Zhang, Weili Lin, Dinggang Shen, Pew-Thian Yap
Angular Upsampling in Infant Diffusion MRI Using Neighborhood Matching in x-q Space. Frontiers Neuroinformatics 12 (2018)
Geng Chen, Bin Dong, Yong Zhang, Dinggang Shen, Pew-Thian Yap
q-Space Upsampling Using x-q Space Regularization. MICCAI (1) (2017)
Geng Chen, Bin Dong, Yong Zhang, Dinggang Shen, Pew-Thian Yap
Neighborhood Matching for Curved Domains with Application to Denoising in Diffusion MRI. MICCAI (1) (2017)
Islem Rekik, Gang Li, Pew-Thian Yap, Geng Chen, Weili Lin, Dinggang Shen
Joint prediction of longitudinal development of cortical surfaces and white matter fibers from neonatal MRI. NeuroImage 152 (2017)
Jaeil Kim, Geng Chen, Weili Lin, Pew-Thian Yap, Dinggang Shen
Graph-Constrained Sparse Construction of Longitudinal Diffusion-Weighted Infant Atlases. MICCAI (1) (2017)
Islem Rekik, Gang Li, Pew-Thian Yap, Geng Chen, Weili Lin, Dinggang Shen
A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data. MICCAI (1) (2016)
Geng Chen, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
XQ-NLM: Denoising Diffusion MRI Data via x-q Space Non-local Patch Matching. MICCAI (3) (2016)
Geng Chen, Pei Zhang, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
Denoising magnetic resonance images using collaborative non-local means. Neurocomputing 177 (2016)
Behrouz Saghafi, Geng Chen, Feng Shi, Pew-Thian Yap, Dinggang Shen
Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency. Patch-MI@MICCAI (2016)
Haiyong Wu, Geng Chen, Yan Jin, Dinggang Shen, Pew-Thian Yap
Embarrassingly Parallel Acceleration of Global Tractography via Dynamic Domain Partitioning. Frontiers Neuroinformatics 10 (2016)
Geng Chen, Pei Zhang, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
Collaborative non-local means denoising of magnetic resonance images. ISBI (2015)
Geng Chen, Pei Zhang, Ke Li, Chong-Yaw Wee, Yafeng Wu, Dinggang Shen, Pew-Thian Yap
Block-Based Statistics for Robust Non-parametric Morphometry. Patch-MI@MICCAI (2015)