Zhennan Yan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 41

Top Topics

Convolutional Neural Networks

Medical Image Data

Organ Segmentation

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris N. Metaxas, Shaoting Zhang
AVDNet: Joint coronary artery and vein segmentation with topological consistency. Medical Image Anal. 91 (2024)
Yiwei Wang, Wenjun Xia, Zhennan Yan, Liang Zhao, Xiaohe Bian, Chang Liu, Zhengnan Qi, Shaoting Zhang, Zisheng Tang
Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning. Medical Image Anal. 85 (2023)
Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas
Modality Bank: Learn multi-modality images across data centers without sharing medical data. CoRR (2022)
Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. MICCAI (4) (2022)
Di Liu, Yunhe Gao, Qilong Zhangli, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. CoRR (2022)
Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method. CoRR (2022)
Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas
Modality Bank: Learn multi-modality images across data centers without sharing medical data. EMBC (2022)
Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. MICCAI (5) (2022)
Di Liu, Zhennan Yan, Qi Chang, Leon Axel, Dimitris N. Metaxas
Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation. STACOM@MICCAI (2021)
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CoRR (2021)
Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CVPR (2021)
Yang Qu, Xiaomin Li, Zhennan Yan, Liang Zhao, Lichi Zhang, Chang Liu, Shuaining Xie, Kang Li, Dimitris N. Metaxas, Wen Wu, Yongqiang Hao, Kerong Dai, Shaoting Zhang, Xiaofeng Tao, Songtao Ai
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Medical Image Anal. 69 (2021)
Qi Chang, Zhennan Yan, Meng Ye, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging. STACOM@MICCAI (2021)
Wenji Wang, Qing Xia, Zhiqiang Hu, Zhennan Yan, Zhuowei Li, Yang Wu, Ning Huang, Yue Gao, Dimitris N. Metaxas, Shaoting Zhang
Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. IEEE Trans. Medical Imaging 40 (10) (2021)
Qi Chang, Zhennan Yan, Yixuan Lou, Leon Axel, Dimitris N. Metaxas
Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI. ISBI (2020)
Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information. CoRR (2020)
Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas
Learn Distributed GAN with Temporary Discriminators. ECCV (27) (2020)
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. CoRR (2020)
Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas
Learn distributed GAN with Temporary Discriminators. CoRR (2020)
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Zhuowei Li, Qing Xia, Wenji Wang, Zhennan Yan, Ruohan Yin, Changjie Pan, Dimitris N. Metaxas
Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation. MLMI@MICCAI (2020)
Zhongyu Li, Yixuan Lou, Zhennan Yan, Subhi Al'Aref, James K. Min, Leon Axel, Dimitris N. Metaxas
Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation. ISBI (2019)
Hui Qu, Zhennan Yan, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas
Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss. MICCAI (1) (2019)
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. MICCAI (2) (2019)
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. CoRR (2019)
Yiyuan Zhao, Liang Zhao, Zhennan Yan, Matthias Wolf, Yiqiang Zhan
A deep-learning based automatic pulmonary nodule detection system. Medical Imaging: Computer-Aided Diagnosis (2018)
Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. MICCAI (1) (2018)
Chaowei Tan, Liang Zhao, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Yiqiang Zhan
Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation. ISBI (2018)
Xiuyan Ni, Zhennan Yan, Tingting Wu, Jin Fan, Chao Chen
A Region-of-Interest-Reweight 3D Convolutional Neural Network for the Analytics of Brain Information Processing. MICCAI (3) (2018)
Chaowei Tan, Kang Li, Zhennan Yan, Jingru Yi, Pengxiang Wu, Hui Jing Yu, Klaus Engelke, Dimitris N. Metaxas
Towards large-scale MR thigh image analysis via an integrated quantification framework. Neurocomputing 229 (2017)
Zhennan Yan, Xiang Sean Zhou
How intelligent are convolutional neural networks? CoRR (2017)
Chaowei Tan, Kang Li, Zhennan Yan, Dong Yang, Shaoting Zhang, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas
A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification. Comput. Vis. Image Underst. 151 (2016)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans. Medical Imaging 35 (5) (2016)
Zhennan Yan, Shaoting Zhang, Chaowei Tan, Hongxing Qin, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput. Medical Imaging Graph. 41 (2015)
Dong Yang, Shaoting Zhang, Zhennan Yan, Chaowei Tan, Kang Li, Dimitris N. Metaxas
Automated anatomical landmark detection ondistal femur surface using convolutional neural network. ISBI (2015)
Chaowei Tan, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. Patch-MI@MICCAI (2015)
Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris N. Metaxas
Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues. IEEE Trans. Cybern. 45 (3) (2015)
Jinghao Zhou, Zhennan Yan, Giovanni Lasio, Junzhou Huang, Baoshe Zhang, Navesh Sharma, Karl Prado, Warren D. D'Souza
Automated compromised right lung segmentation method using a robust atlas-based active volume model with sparse shape composition prior in CT. Comput. Medical Imaging Graph. 46 (2015)
Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel
Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. MCV@MICCAI (2015)
Chaowei Tan, Zhennan Yan, Dong Yang, Kang Li, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas
Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model. ISBI (2015)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
Bodypart Recognition Using Multi-stage Deep Learning. IPMI (2015)
Zhennan Yan, Chaowei Tan, Shaoting Zhang, Yan Zhou, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. ICPR (2014)
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. ICPR (2014)
Jinghao Zhou, Giovanni Lasio, Baoshe Zhang, Karl Prado, Warren D. D'Souza, Zhennan Yan, Dimitris N. Metaxas
Efficient deformable model with sparse shape composition prior on compromised right lung segmentation in CT. ICSAI (2014)
Yang Yu, Shaoting Zhang, Zhennan Yan, Song Chen, Rong Zhou, Dimitris N. Metaxas
Mouse LV 3D motion and strain analysis using tagged MRI. ISBI (2013)
Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo
Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease. ISBI (2013)
Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo
Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. MCV (2013)
Shaoting Zhang, Mustafa Gökhan Uzunbas, Zhennan Yan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI. FIMH (2011)
Yanyan Zou, Pengfei Huang, Lixu Gu, Jianghua Wu, Zhennan Yan, Sizhe Lv, Feng Chen, Jiasi Song, Hongshan Zhou, Qi Duan
Deformation modeling using global medial representation structures and evaluation by biset mesh matching. ICME (2008)
Pengfei Huang, Lixu Gu, Jingsi Zhang, Xiao Yu, Sizhe Lv, Zhennan Yan, Luyang Zhang, Hongshan Zhou, Xiaoshan Du
Virtual Surgery Deformable Modelling Employing GPU Based Computation. ICAT (2007)