Virtual Surgery Deformable Modelling Employing GPU Based Computation. - Pengfei Huang; Lixu Gu; Jingsi Zhang; Xiao Yu; Sizhe Lv; Zhennan Yan; Luyang Zhang; Hongshan Zhou; Xiaoshan Du (ICAT, 2007)

Deformation modeling using global medial representation structures and evaluation by biset mesh matching. - Yanyan Zou; Pengfei Huang; Lixu Gu; Jianghua Wu; Zhennan Yan; Sizhe Lv; Feng Chen; Jiasi Song; Hongshan Zhou; Qi Duan (ICME, 2008)

Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI. - Shaoting Zhang 001; Mustafa Gökhan Uzunbas; Zhennan Yan; Mingchen Gao; Junzhou Huang; Dimitris N. Metaxas; Leon Axel (FIMH, 2011)

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. - Zhennan Yan; Shaoting Zhang 001; Xiaofeng Liu; Dimitris N. Metaxas; Albert Montillo (ISBI, 2013)

Mouse LV 3D motion and strain analysis using tagged MRI. - Yang Yu 010; Shaoting Zhang 001; Zhennan Yan; Song Chen; Rong Zhou; Dimitris N. Metaxas (ISBI, 2013)

Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. - Zhennan Yan; Shaoting Zhang 001; Xiaofeng Liu; Dimitris N. Metaxas; Albert Montillo (MCV, 2013)

An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. - Chaowei Tan; Zhennan Yan; Shaoting Zhang 001; Boubakeur Belaroussi; Hui Jing Yu; Colin Miller; Dimitris N. Metaxas (ICPR, 2014)

Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. - Zhennan Yan; Chaowei Tan; Shaoting Zhang 001; Yan Zhou; Boubakeur Belaroussi; Hui Jing Yu; Colin Miller; Dimitris N. Metaxas (ICPR, 2014)

Efficient deformable model with sparse shape composition prior on compromised right lung segmentation in CT. - Jinghao Zhou; Giovanni Lasio; Baoshe Zhang; Karl Prado; Warren D. D'Souza; Zhennan Yan; Dimitris N. Metaxas (ICSAI, 2014)

Bodypart Recognition Using Multi-stage Deep Learning. - Zhennan Yan; Yiqiang Zhan; Zhigang Peng; Shu Liao; Yoshihisa Shinagawa; Dimitris N. Metaxas; Xiang Sean Zhou (IPMI, 2015)

Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model. - Chaowei Tan; Zhennan Yan; Dong Yang 005; Kang Li 004; Hui Jing Yu; Klaus Engelke; Colin Miller; Dimitris N. Metaxas (ISBI, 2015)

Automated anatomical landmark detection ondistal femur surface using convolutional neural network. - Dong Yang 005; Shaoting Zhang 001; Zhennan Yan; Chaowei Tan; Kang Li 004; Dimitris N. Metaxas (ISBI, 2015)

Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. - Chaowei Tan; Zhennan Yan; Kang Li 004; Dimitris N. Metaxas; Shaoting Zhang 001 (Patch-MI@MICCAI, 2015)

Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. - Yang Yu 010; Zhennan Yan; Li Feng; Dimitris N. Metaxas; Leon Axel (MCV@MICCAI, 2015)

Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. - Zhennan Yan; Shaoting Zhang 001; Chaowei Tan; Hongxing Qin; Boubakeur Belaroussi; Hui Jing Yu; Colin Miller; Dimitris N. Metaxas (Comput. Medical Imaging Graph., 2015)

Automated compromised right lung segmentation method using a robust atlas-based active volume model with sparse shape composition prior in CT. - Jinghao Zhou; Zhennan Yan; Giovanni Lasio; Junzhou Huang; Baoshe Zhang; Navesh Sharma; Karl Prado; Warren D. D'Souza (Comput. Medical Imaging Graph., 2015)

Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues. - Xiang Yu 002; Shaoting Zhang 001; Zhennan Yan; Fei Yang 001; Junzhou Huang; Norah E. Dunbar; Matthew L. Jensen; Judee K. Burgoon; Dimitris N. Metaxas (IEEE Trans. Cybern., 2015)

A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification. - Chaowei Tan; Kang Li 004; Zhennan Yan; Dong Yang 005; Shaoting Zhang 001; Hui Jing Yu; Klaus Engelke; Colin Miller; Dimitris N. Metaxas (Comput. Vis. Image Underst., 2016)

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. - Zhennan Yan; Yiqiang Zhan; Zhigang Peng; Shu Liao; Yoshihisa Shinagawa; Shaoting Zhang 001; Dimitris N. Metaxas; Xiang Sean Zhou (IEEE Trans. Medical Imaging, 2016)

Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition. - Zhennan Yan; Yiqiang Zhan; Shaoting Zhang 001; Dimitris N. Metaxas; Xiang Sean Zhou (Deep Learning for Medical Image Analysis, 2017)

How intelligent are convolutional neural networks? - Zhennan Yan; Xiang Sean Zhou (CoRR, 2017)

Towards large-scale MR thigh image analysis via an integrated quantification framework. - Chaowei Tan; Kang Li 004; Zhennan Yan; Jingru Yi; Pengxiang Wu; Hui Jing Yu; Klaus Engelke; Dimitris N. Metaxas (Neurocomputing, 2017)

Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation. - Chaowei Tan; Liang Zhao 018; Zhennan Yan; Kang Li 004; Dimitris N. Metaxas; Yiqiang Zhan (ISBI, 2018)

A deep-learning based automatic pulmonary nodule detection system. - Yiyuan Zhao; Liang Zhao 018; Zhennan Yan; Matthias Wolf 001; Yiqiang Zhan (Computer-Aided Diagnosis, 2018)

A Region-of-Interest-Reweight 3D Convolutional Neural Network for the Analytics of Brain Information Processing. - Xiuyan Ni; Zhennan Yan; Tingting Wu 002; Jin Fan; Chao Chen 012 (MICCAI (3), 2018)

Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. - Yu Zhao 007; Shu Liao; Yimo Guo; Liang Zhao 018; Zhennan Yan; Sungmin Hong; Gerardo Hermosillo; Tianming Liu 001; Xiang Sean Zhou; Yiqiang Zhan (MICCAI (1), 2018)

Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation. - Zhongyu Li 002; Yixuan Lou; Zhennan Yan; Subhi Al'Aref; James K. Min; Leon Axel; Dimitris N. Metaxas (ISBI, 2019)

Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss. - Hui Qu; Zhennan Yan; Gregory M. Riedlinger; Subhajyoti De; Dimitris N. Metaxas (MICCAI (1), 2019)

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. - Chaowei Tan; Zhennan Yan; Shaoting Zhang 001; Kang Li 004; Dimitris N. Metaxas (MICCAI (2), 2019)

Learn Distributed GAN with Temporary Discriminators. - Hui Qu; Yikai Zhang 003; Qi Chang; Zhennan Yan; Chao Chen 012; Dimitris N. Metaxas (ECCV (27), 2020)

Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI. - Qi Chang; Zhennan Yan; Yixuan Lou; Leon Axel; Dimitris N. Metaxas (ISBI, 2020)

Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation. - Zhuowei Li 002; Qing Xia 002; Wenji Wang; Zhennan Yan; Ruohan Yin; Changjie Pan; Dimitris N. Metaxas (MLMI@MICCAI, 2020)

Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information. - Qi Chang; Zhennan Yan; Lohendran Baskaran; Hui Qu; Yikai Zhang 003; Tong Zhang 001; Shaoting Zhang 001; Dimitris N. Metaxas (CoRR, 2020)

Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. - Hui Qu; Pengxiang Wu; Qiaoying Huang; Jingru Yi; Zhennan Yan; Kang Li 004; Gregory M. Riedlinger; Subhajyoti De; Shaoting Zhang 001; Dimitris N. Metaxas (IEEE Trans. Medical Imaging, 2020)

DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. - Meng Ye 003; Mikael Kanski; Dong Yang 005; Qi Chang; Zhennan Yan; Qiaoying Huang; Leon Axel; Dimitris N. Metaxas (CVPR, 2021)

An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging. - Qi Chang; Zhennan Yan; Meng Ye 003; Mikael Kanski; Subhi Al'Aref; Leon Axel; Dimitris N. Metaxas (STACOM@MICCAI, 2021)

Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation. - Di Liu 003; Zhennan Yan; Qi Chang; Leon Axel; Dimitris N. Metaxas (STACOM@MICCAI, 2021)

Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. - Yang Qu; Xiaomin Li; Zhennan Yan; Liang Zhao 018; Lichi Zhang; Chang Liu; Shuaining Xie; Kang Li 004; Dimitris N. Metaxas; Wen Wu; Yongqiang Hao; Kerong Dai; et al. (Medical Image Anal., 2021)

Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. - Wenji Wang; Qing Xia 002; Zhiqiang Hu; Zhennan Yan; Zhuowei Li 002; Yang Wu; Ning Huang; Yue Gao 002; Dimitris N. Metaxas; Shaoting Zhang 001 (IEEE Trans. Medical Imaging, 2021)

Modality Bank: Learn multi-modality images across data centers without sharing medical data. - Qi Chang; Hui Qu; Zhennan Yan; Yunhe Gao; Lohendran Baskaran; Dimitris N. Metaxas (EMBC, 2022)

DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. - Qi Chang; Zhennan Yan; Mu Zhou; Di Liu 003; Khalid Sawalha; Meng Ye 003; Qilong Zhangli; Mikael Kanski; Subhi Al'Aref; Leon Axel; Dimitris N. Metaxas (MICCAI (4), 2022)

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. - Di Liu 003; Yunhe Gao; Qilong Zhangli; Ligong Han; Xiaoxiao He; Zhaoyang Xia; Song Wen 001; Qi Chang; Zhennan Yan; Mu Zhou; Dimitris N. Metaxas (MICCAI (5), 2022)

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. - Di Liu 003; Yunhe Gao; Qilong Zhangli; Zhennan Yan; Mu Zhou; Dimitris N. Metaxas (CoRR, 2022)

Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning. - Yiwei Wang; Wenjun Xia; Zhennan Yan; Liang Zhao 018; Xiaohe Bian; Chang Liu; Zhengnan Qi; Shaoting Zhang 001; Zisheng Tang (Medical Image Anal., 2023)

AVDNet: Joint coronary artery and vein segmentation with topological consistency. - Wenji Wang; Qing Xia 002; Zhennan Yan; Zhiqiang Hu; Yinan Chen; Wen Zheng; Xiao Wang; Shaoping Nie; Dimitris N. Metaxas; Shaoting Zhang 001 (Medical Image Anal., 2024)

Slice2Mesh: 3D Surface Reconstruction From Sparse Slices of Images for the Left Ventricle. - Jia Xiao; Wen Zheng; Wenji Wang; Qing Xia 002; Zhennan Yan; Qian Guo; Xiao Wang; Shaoping Nie; Shaoting Zhang 001 (IEEE Trans. Medical Imaging, 2025)