Electric Field Theory Motivated Graph Construction for Optimal Medical Image Segmentation. - Yin Yin; Qi Song 001; Milan Sonka (GbRPR, 2009)

Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate. - Qi Song 001; Xiaodong Wu 001; Yunlong Liu; Mark Smith 005; John M. Buatti; Milan Sonka (MICCAI (1), 2009)

Globally optimal 3D graph search incorporating both edge and regional information: application to aortic MR image segmentation. - Qi Song 001; Xiaodong Wu 001; Xin Dou; Milan Sonka (Image Processing, 2009)

Simultaneous searching of globally optimal interacting surfaces with shape priors. - Qi Song 001; Xiaodong Wu 001; Yunlong Liu; Milan Sonka; Mona Kathryn Garvin (CVPR, 2010)

Graph Search with Appearance and Shape Information for 3-D Prostate and Bladder Segmentation. - Qi Song 001; Yinxiao Liu; Yunlong Liu; Punam K. Saha; Milan Sonka; Xiaodong Wu 001 (MICCAI (3), 2010)

Feature guided motion artifact reduction with structure-awareness in 4D CT images. - Dongfeng Han; John E. Bayouth; Qi Song 001; Sudershan Bhatia; Milan Sonka; Xiaodong Wu 001 (CVPR, 2011)

Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method. - Dongfeng Han; John E. Bayouth; Qi Song 001; Aakant Taurani; Milan Sonka; John M. Buatti; Xiaodong Wu 001 (IPMI, 2011)

Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors. - Qi Song 001; Mingqing Chen; Junjie Bai; Milan Sonka; Xiaodong Wu 001 (IPMI, 2011)

Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces. - Lei Xu 006; Branislav Stojkovic; Yongding Zhu; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (IPMI, 2011)

Segmentation of pathological and diseased lung tissue in CT images using a graph-search algorithm. - Panfang Hua; Qi Song 001; Milan Sonka; Eric A. Hoffman; Joseph M. Reinhardt (ISBI, 2011)

Retinal vessel width measurements based on a graph-theoretic method. - Xiayu Xu; Meindert Niemeijer; Qi Song 001; Mona Kathryn Garvin; Joseph M. Reinhardt; Michael D. Abràmoff (ISBI, 2011)

Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness. - Lei Xu 006; Branislav Stojkovic; Hu Ding; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (MLMI, 2011)

Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach. - Xiayu Xu; Meindert Niemeijer; Qi Song 001; Milan Sonka; Mona Kathryn Garvin; Joseph M. Reinhardt; Michael D. Abràmoff (IEEE Trans. Medical Imaging, 2011)

Fast dynamic programming for labeling problems with ordering constraints. - Junjie Bai; Qi Song 001; Olga Veksler; Xiaodong Wu 001 (CVPR, 2012)

Efficient searching of globally optimal and smooth multisurfaces with shape priors. - Lei Xu 006; Branislav Stojkovic; Hu Ding; Qi Song 001; Xiaodong Wu 001; Milan Sonka; Jinhui Xu 001 (Image Processing, 2012)

Globally optimal lung tumor co-segmentation of 4D CT and PET images. - Junjie Bai; Qi Song 001; Sudershan Bhatia; Xiaodong Wu 001 (Image Processing, 2013)

Optimal Multiple Surface Segmentation With Shape and Context Priors. - Qi Song 001; Junjie Bai; Mona Kathryn Garvin; Milan Sonka; John M. Buatti; Xiaodong Wu 001 (IEEE Trans. Medical Imaging, 2013)

Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information. - Qi Song 001; Junjie Bai; Dongfeng Han; Sudershan Bhatia; Wenqing Sun; William Rockey; John E. Bayouth; John M. Buatti; Xiaodong Wu 001 (IEEE Trans. Medical Imaging, 2013)

Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning. - Sarfaraz Hussein; Kunlin Cao; Qi Song 001; Ulas Bagci (IPMI, 2017)

Cancer Metastasis Detection via Spatially Structured Deep Network. - Bin Kong 001; Xin Wang 045; Zhongyu Li 002; Qi Song 001; Shaoting Zhang 001 (IPMI, 2017)

TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process. - Sarfaraz Hussein; Robert J. Gillies; Kunlin Cao; Qi Song 001; Ulas Bagci (ISBI, 2017)

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. - Shanhui Sun; Jing Hu 009; Mingqing Yao; Jinrong Hu; Xiaodong Yang; Qi Song 001; Xi Wu 004 (ACCV (2), 2018)

Train a 3D U-Net to segment cranial vasculature in CTA volume without manual annotation. - Xuhui Chen; Yi Lu 019; Junjie Bai; Youbing Yin; Kunlin Cao; Yuwei Li; Hanbo Chen; Qi Song 001; Jun Wu (ISBI, 2018)

Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning. - Bin Kong 001; Shanhui Sun; Xin Wang 045; Qi Song 001; Shaoting Zhang 001 (MICCAI (2), 2018)

Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis. - Jiali Liu; Wanyu Li; Ningbo Zhao; Kunlin Cao; Youbing Yin; Qi Song 001; Hanbo Chen; Xuehao Gong (MICCAI (2), 2018)

Learn To Be Uncertain: Leveraging Uncertain Labels In Chest X-rays With Bayesian Neural Networks. - Hao-Yu Yang; Junling Yang; Yue Pan; Kunlin Cao; Qi Song 001; Feng Gao; Youbing Yin (CVPR Workshops, 2019)

DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction. - Zhihui Guo; Junjie Bai; Yi Lu 019; Xin Wang 045; Kunlin Cao; Qi Song 001; Milan Sonka; Youbing Yin (IPMI, 2019)

Residual Attention Based Network for Hand Bone Age Assessment. - Eric Wu; Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Shaoting Zhang 001; Kunlin Cao; Qi Song 001; Siwei Lyu; Youbing Yin (ISBI, 2019)

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. - Chaoyang Xia; Xiaojie Li 001; Xin Wang 045; Bin Kong 001; Yucheng Chen 003; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (MICCAI (2), 2019)

ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). - Chao Luo; Xin Wang 045; Xiaojie Li 001; Yucheng Chen 003; Jiliu Zhou; Kunlin Cao; Qi Song 001; Xi Wu 004; Youbing Yin (SEKE, 2019)

Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. - Jinrong Hu; Shanhui Sun; Xiaodong Yang; Shuang Zhou 001; Xin Wang 045; Ying Fu 003; Jiliu Zhou; Youbing Yin; Kunlin Cao; Qi Song 001; Xi Wu 004 (IEEE Access, 2019)

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs. - Dan Wu 002; Xin Wang 045; Junjie Bai; Xiaoyang Xu; Bin Ouyang; Yuwei Li; Heye Zhang; Qi Song 001; Kunlin Cao; Youbing Yin (Int. J. Comput. Assist. Radiol. Surg., 2019)

Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. - Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Kunlin Cao; Qi Song 001; Shaoting Zhang 001; Siwei Lyu; Youbing Yin (CoRR, 2019)

Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCNN, 2020)

Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network. - Danfeng Guo; Haihua Wei; Pengfei Zhao; Yue Pan; Hao-Yu Yang; Xin Wang 045; Junjie Bai; Kunlin Cao; Qi Song 001; Jun Xia 002; Feng Gao; Youbing Yin (ISBI, 2020)

A Spatiotemporal Agent for Robust Multimodal Registration. - Ziwei Luo; Xin Wang 045; Xi Wu 004; Youbing Yin; Kunlin Cao; Qi Song 001; Jing Hu 009 (IEEE Access, 2020)

Learning tree-structured representation for 3D coronary artery segmentation. - Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Kunlin Cao; Jun Xia 002; Qi Song 001; Youbing Yin (Comput. Medical Imaging Graph., 2020)

Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. - Xian Zhang 008; Xin Wang 045; Bin Kong 001; Youbing Yin; Qi Song 001; Siwei Lyu; Jiancheng Lv 001; Canghong Shi; Xiaojie Li 001 (CoRR, 2020)

Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (CoRR, 2020)

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. - Caiyong Wang; Yunlong Wang 003; Kunbo Zhang; Jawad Muhammad; Tianhao Lu; Qi Zhang 015; Qichuan Tian; Zhaofeng He; Zhenan Sun; Yiwen Zhang; Tianbao Liu; Wei Yang 006; et al. (IJCB, 2021)

Imperceptible Adversarial Examples For Fake Image Detection. - Quanyu Liao; Yuezun Li; Xin Wang 045; Bin Kong 001; Bin Zhu 008; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (ICIP, 2021)

Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Youbing Yin; Qi Song 001; Xi Wu 004 (ICME, 2021)

Stochastic Actor-Executor-Critic for Image-to-Image Translation. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Siwei Lyu; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCAI, 2021)

One deep learning local-global model based on CT imaging to differentiate between nodular cryptococcosis and lung cancer which are hard to be diagnosed. - Sheng Li; Guizhi Zhang; Youbing Yin; Qiuxia Xie; Xinyu Guo; Kunlin Cao; Qi Song 001; Jian Guan; Xuhui Zhou (Comput. Medical Imaging Graph., 2021)

End-to-end multimodal image registration via reinforcement learning. - Jing Hu 009; Ziwei Luo; Xin Wang 045; Shanhui Sun; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (Medical Image Anal., 2021)

Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004; Siwei Lyu (AAAI, 2022)

Synergistic Network Learning and Label Correction for Noise-Robust Image Classification. - Chen Gong; Kong Bin 001; Eric J. Seibel; Xin Wang 045; Youbing Yin; Qi Song 001 (ICASSP, 2022)

Contrastive Class-Specific Encoding for Few-Shot Object Detection. - Dizhong Lin; Ying Fu 003; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Qi Song 001; Xi Wu 004; Siwei Lyu (ICME, 2022)

Ultrasonography Uterus and Fetus Segmentation with Constrained Spatial-Temporal Memory FCN. - Bin Kong 001; Xin Wang 045; Yi Lu 019; Hao-Yu Yang; Kunlin Cao; Qi Song 001; Youbing Yin (MIUA, 2022)

DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation. - Xiaojie Li 001; Mingxuan Tang; Feng Guo; Yuanxi Li; Kunlin Cao; Qi Song 001; Xi Wu 004; Shanhui Sun; Jiliu Zhou (IET Image Process., 2022)

Learning a deep dual-level network for robust DeepFake detection. - Wenbo Pu; Jing Hu 009; Xin Wang 045; Yuezun Li; Shu Hu 001; Bin Zhu 008; Rui Song 006; Qi Song 001; Xi Wu 004; Siwei Lyu (Pattern Recognit., 2022)

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. - Xian Zhang 008; Xin Wang 045; Canghong Shi; Zhe Yan; Xiaojie Li 001; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Jiancheng Lv 001; Youbing Yin; Qi Song 001; Xi Wu 004; et al. (Pattern Recognit., 2022)

Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning. - Zhenghan Fang; Junjie Bai; Xinyu Guo; Xin Wang 045; Feng Gao; Hao-Yu Yang; Bin Kong 001; Ying Hou; Kunlin Cao; Qi Song 001; Jun Xia 002; Youbing Yin (IEEE Trans. Artif. Intell., 2023)

A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation. - Mujun An; Junhuan Li; Xiaoyang Xu; Uwe Joseph Schoepf; Rock H. Savage; Kunlin Cao; Qi Song 001; Zeying Wang; Zhi Liu 004; Yuwei Li; Pengfei Zhang 017 (Medical Biol. Eng. Comput., 2023)