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<!-- <h1 style="margin-top: 0em">Selected Publications</h1> -->
<!--
<h1 style="margin-top: 0em">Preprints</h1>
<div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-CBM.png"> </div>
<div class="title"> Data and Physics Driven Learning Models for Fast MRI--Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. </div>
<div class="author"> Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, <div class="my_name">Zhifan Gao</div>, Yang Li, Zidong Wang, Pietro Lio, Daniel Rueckert, Yonina C. Eldar, and Guang Yang. </div>
<div class="source"> <div class="source_name"> arXiv </div> </div>
<div class="link"> <br>[<a href="https://arxiv.org/abs/2204.01706">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-CBM.png"> </div>
<div class="title"> Multi-Domain Integrative Swin Transformer Network for Sparse-View CT Reconstruction. </div>
<div class="author"> Jiayi Pan, Weiwen Wu, <div class="my_name">Zhifan Gao</div>, and Heye Zhang. </div>
<div class="source"> <div class="source_name"> arXiv </div> </div>
<div class="link"> <br>[<a href="https://arxiv.org/abs/2111.14831">paper</a>] </div>
</div>
</div>
-->
<div>
<h1 style="margin-top: 0em">In Press</h1>
<!--
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TNNLS.png"> </div>
<div class="title"> Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. </div>
<div class="author"> Xiaohan Xing, Zhen Chen, <div class="my_name">Zhifan Gao</div>, Yixuan Yuan. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Neural Networks and Learning Systems </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TNNLS.2023.3303395">paper</a>] </div>
</div>
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<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-MedIA-LA.png"> </div>
<div class="title"> Adaptive Dynamic Inference for Few-Shot Left Atrium Segmentation. </div>
<div class="author"> Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, <div class="my_name">Zhifan Gao</div>, Guang Yang. </div>
<div class="source"> <div class="source_name"> Medical Image Analysis </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.media.2024.103321">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TMI-constraint.png"> </div>
<div class="title"> Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation from Invasive Coronary Imaging. </div>
<div class="author"> Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2024.3412935">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-MedIA-LA.png"> </div>
<div class="title"> Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. </div>
<div class="author"> Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, <div class="my_name">Zhifan Gao</div>, Guang Yang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Emerging Topics in Computational Intelligence </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TETCI.2024.3377267">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TBME-microvascular.png"> </div>
<div class="title"> Non-invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation. </div>
<div class="author"> Xiaofei Xue, Dan Deng, Heye Zhang, <div class="my_name">Zhifan Gao</div>, Ping Zhu, William Kongto Hau, Zhihui Zhang, Xiujian Liu. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Biomedical Engineering </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TBME.2024.3406416">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TBME-ECG.png"> </div>
<div class="title"> Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. </div>
<div class="author"> Shichang Lian, <div class="my_name">Zhifan Gao</div>, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Biomedical Engineering </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TBME.2024.3382050">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TNNLS.png"> </div>
<div class="title"> Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck. </div>
<div class="author"> Haixing Zhu, Weipeng Liu, <div class="my_name">Zhifan Gao</div>, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Neural Networks and Learning Systems </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TNNLS.2023.3303395">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TCVST.png"> </div>
<div class="title"> Multi-domain Adversarial Variational Bayesian Inference for Domain Generalization. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Saidi Guo, Chenchu Xu, Jinglin Zhang, Mingming Gong, Javier Del Ser, Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Circuits and Systems for Video Technology </div> </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TCSVT.2022.3232112">paper</a>] </div>
</div>
</div>
<br>
<div class="paper_list">
<h1 style="margin-top: 0em">Publication</h1>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TMI-ultrasound.png"> </div>
<div class="title"> Embedding Tasks into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. </div>
<div class="author"> Zhenxuan Zhang, Chengjin Yu, Heye Zhang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 43(6):2215-2228, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2024.3362964">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-PR.png"> </div>
<div class="title"> Collaborative Compensative Transformer Network for Salient Object Detection. </div>
<div class="author"> Jun Chen, Heye Zhang, Mingming Gong, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> Pattern Recognition </div> 154:110600, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.patcog.2024.110600">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TCBB.png"> </div>
<div class="title"> Scale Mutualized Perception for Vessel Border Detection in Intravascular Ultrasound Images. </div>
<div class="author"> Xiujian Liu, Tianyuan Feng, Weipeng Liu, Liang Song, Yixuan Yuan, William Kongto Hau, Javier Del Ser, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> IEEE/ACM Transactions on Computational Biology and Bioinformatics </div> 21(4):1060-1071, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TCBB.2022.3224934">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-CBM-valve.png"> </div>
<div class="title"> Quantification of Functional Hemodynamics in Aortic Valve Disease Using Cardiac Computed Tomography Angiography. </div>
<div class="author"> Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Lingyun Zu. </div>
<div class="source"> <div class="source_name"> Computers in Biology and Medicine </div> 177:108608, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.compbiomed.2024.108608">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-IJC.png"> </div>
<div class="title"> A Coronary CT Angiography-Derived Myocardial Radiomics Model for Predicting Adverse Outcomes in Chronic Myocardial Infarction. </div>
<div class="author"> Yan Chen, Nan Zhang, Yifeng Gao, Zhen Zhou, Xuelian Gao, Jiayi Liu, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Zhaoying Wen, Lei Xu. </div>
<div class="source"> <div class="source_name"> International Journal of Cardiology </div> 411:132265, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.ijcard.2024.132265">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-CMIG.png"> </div>
<div class="title"> Distraction-aware Hierarchical Learning for Vascular Structure Segmentation in Intravascular Ultrasound Images. </div>
<div class="author"> Wenhao Zhong, Heye Zhang, <div class="my_name">Zhifan Gao</div>, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu. </div>
<div class="source"> <div class="source_name"> Computerized Medical Imaging and Graphics </div> 115:102381, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.compmedimag.2024.102381">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TMI.png"> </div>
<div class="title"> A Deformable Constraint Transport Network for Optimal Aortic Segmentation from CT Images. </div>
<div class="author"> Weiyuan Lin, <div class="my_name">Zhifan Gao</div>, Hui Liu, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 43(4):1462-1475, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2023.3339142">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-ASOC-semi-echo.png"> </div>
<div class="title"> Semi-Supervised Domain Adaptation Incorporating Three-Way Decision for Multi-View Echocardiographic Sequence Segmentation. </div>
<div class="author"> Shuxin Zhuang, Heye Zhang, Wanli Ding, Zhemin Zhuang, Jinglin Zhang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> Applied Soft Computing </div> 155(111449), 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.asoc.2024.111449">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-ASOC.png"> </div>
<div class="title"> Accurate 3D Contrast-Free Myocardial Infarction Delineation Using a 4D Dual-Stream Spatiotemporal Feature Learning Framework. </div>
<div class="author"> Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, <div class="my_name">Zhifan Gao</div>, Kemal Polat, Fayadh Alenezi. </div>
<div class="source"> <div class="source_name"> Applied Soft Computing </div> 146(110694), 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.asoc.2023.110694">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-BSPC-ppg.png"> </div>
<div class="title"> Unsupervised Physics-Informed Deep Learning for Assessing Pulmonary Artery Hemodynamics. </div>
<div class="author"> Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, <div class="my_name">Zhifan Gao</div>, Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> Expert Systems with Applications </div> 98(106690), 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.eswa.2024.125079">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-ESWA-carotid.png"> </div>
<div class="title"> Segmentation-Assisted Hierarchical Constrained State Space Approach for Robust Carotid Artery Wall Motion Measurement. </div>
<div class="author"> Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> Expert Systems with Applications </div> 25(124377), 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.eswa.2024.124377">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-CMIG-liver.png"> </div>
<div class="title"> Accurate Segmentation of Liver Tumor from Multi-Modality Non-Contrast Images Using a Dual-Stream Multi-Level Fusion Framework. </div>
<div class="author"> Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, <div class="my_name">Zhifan Gao</div>, Xiujian Liu, Heye Zhang. </div>
<div class="source"> <div class="source_name"> Computerized Medical Imaging and Graphics </div> 116(102414), 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.compmedimag.2024.102414">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-TIP.png"> </div>
<div class="title"> Iterative Residual Optimization Network for Limited-angle Tomographic Reconstruction. </div>
<div class="author"> Jiayi Pan, Hengyong Yu, <div class="my_name">Zhifan Gao</div>, Shaoyu Wang, Heye Zhang, Weiwen Wu. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Image Processing </div> 33:910-925, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TIP.2024.3351382">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2024-Biosensors.png"> </div>
<div class="title"> Cellular Nucleus Image-Based Smarter Microscope System for Single Cell Analysis. </div>
<div class="author"> Wentao Wang, Lin Yang, Hang Sun, Xiaohong Peng, Junjie Yuan, Wenhao Zhong, Jinqi Chen, Xin He, Lingzhi Ye, Yi Zeng, <div class="my_name">Zhifan Gao</div>, Yunhui Li, Xiangmeng Qu. </div>
<div class="source"> <div class="source_name"> Biosensors and Bioelectronics </div> 250:116052, 2024 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.bios.2024.116052">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-IoT-FFR.png"> </div>
<div class="title"> A Physics-guided Deep Learning Approach For Functional Assessment of Cardiovascular Disease in IoT-based Smart Health. </div>
<div class="author"> Dong Zhang, Xiujian Liu, Jun Xia, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> IEEE Internet of Things Journal </div> 10(21):18505-18516, 2023 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JIOT.2023.3240536">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-Radiology.png"> </div>
<div class="title"> Deep Learning–based Prediction of Percutaneous Recanalization in Chronic Total Occlusion Using Coronary CT Angiography. </div>
<div class="author"> Zhen Zhou, Yifeng Gao, Weiwei Zhang, Nan Zhang, Hui Wang, Rui Wang, <div class="my_name">Zhifan Gao</div>, Xiaomeng Huang, Shanshan Zhou, Xu Dai, Guang Yang, Heye Zhang, Koen Nieman, Lei Xu. </div>
<div class="source"> <div class="source_name"> Radiology </div> 309(2), 2023 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1148/radiol.231149">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2023-MICCAI-PINN.png">
</div>
<div class="title"> Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. </div>
<div class="author"> Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> 26nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-43990-2_11">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2023-MICCAI-classification.png">
</div>
<div class="title"> Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. </div>
<div class="author"> Xiaohan Xing, Zhen Chen, <div class="my_name">Zhifan Gao</div>, Yixuan Yuan. </div>
<div class="source"> <div class="source_name"> 26nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-43987-2_8">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-IF-cardiac.png"> </div>
<div class="title"> Multi-Level Multi-Type Self-Generated Knowledge Fusion for Cardiac Ultrasound Segmentation. </div>
<div class="author"> Chenjin Yu, Shuang Li, Dhanjoo Ghista, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Javier Del Ser, Lin Xu. </div>
<div class="source"> <div class="source_name"> Information Fusion </div> 92: 1-12, 2023 </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.inffus.2022.11.004">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-ESWA.png"> </div>
<div class="title"> Multi-View Stereoscopic Attention Network for 3D Tumor Classification in Automated Breast Ultrasound. </div>
<div class="author"> Wanli Ding, Heye Zhang, Shuxin Zhuang, Zhemin Zhuang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> Expert Systems with Applications </div> 234(120969), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.eswa.2023.120969">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-JBHI-IVUS.png"> </div>
<div class="title"> Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. </div>
<div class="author"> Yihua Zhi, William Kongto Hau, Heye Zhang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> IEEE Journal of Biomedical and Health Informatics </div> 27(7): 3314-3325, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JBHI.2023.3272342">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-IS.png"> </div>
<div class="title"> Causal Knowledge Fusion for 3D Cross-Modality Cardiac Image Segmentation. </div>
<div class="author"> Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, <div class="my_name">Zhifan Gao</div>, Antonella Guzzo, Giancarlo Fortino. </div>
<div class="source"> <div class="source_name"> Information Fusion </div> 99(101864), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.inffus.2023.101864">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TMI-MRI.png"> </div>
<div class="title"> Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 42(6): 1859-1874, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2023.3240862">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TMI-DSA.png"> </div>
<div class="title"> Progressive Perception Learning for Main Coronary Segmentation in X-ray Angiography. </div>
<div class="author"> Hongwei Zhang, <div class="my_name">Zhifan Gao</div>, Dong Zhang, William Kongto Hau, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging</div> 42(3): 864-879, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2022.3219126">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-TMI-label.png"> </div>
<div class="title"> Reliable Mutual Distillation for Medical Image Segmentation Under Imperfect Annotations. </div>
<div class="author"> Chaowei Fang, Qian Wang, Lechao Cheng, <div class="my_name">Zhifan Gao</div>, Chengwei Pan, Zhen Cao, Zhaohui Zheng, Dingwen Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging</div> 42(6): 1720-1734, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2023.3237183">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-CMPB.png"> </div>
<div class="title"> Survival Prediction of Heart Failure Patients Using Motion-Based Analysis Method. </div>
<div class="author"> Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, <div class="my_name">Zhifan Gao</div>, Antonella Guzzo, Giancarlo Fortino. </div>
<div class="source"> <div class="source_name"> Computer Methods and Programs in Biomedicine </div> 236(107547), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.cmpb.2023.107547">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-CBM.png"> </div>
<div class="title"> Motion Estimation Based on Projective Information Disentanglement for 3D Reconstruction of Rotational Coronary Angiography. </div>
<div class="author"> Xiujian Liu, Si Li, Bin Wang, Lin Xu, <div class="my_name">Zhifan Gao</div>, Guang Yang. </div>
<div class="source"> <div class="source_name"> Computers in Biology and Medicine </div> 157(106743), 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.compbiomed.2023.106743">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2023-IoT-dong.png"> </div>
<div class="title"> Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. </div>
<div class="author"> Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> Future Generation Computer Systems </div> 145:136-149, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.future.2023.03.007">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2023-JBHI-CT.png">
</div>
<div class="title"> Multiple Adversarial Learning based Angiography Reconstruction for Ultra-low-dose Contrast Medium CT. </div>
<div class="author"> Weiwei Zhang, Zhen Zhou, <div class="my_name">Zhifan Gao</div>, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Journal of Biomedical and Health Informatics </div> 27(1): 409-420, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JBHI.2022.3213595">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2023-IoT-cancer.PNG">
</div>
<div class="title"> Intelligent Internet of Things in Mammography Screening using Multicenter Transformation Between Unified Capsules. </div>
<div class="author"> Boyan Wang, Xuegang Hu, Jinglin Zhang, Chenchu Xu, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> IEEE Internet of Things Journal </div> 10(2): 1536-1545, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JIOT.2022.3209895">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2023-CMME-FFR.png">
</div>
<div class="title"> Personalized Coronary Blood Flow Model Based on CT Perfusion to Non-Invasively Calculate Fractional Flow Reserve. </div>
<div class="author"> Xiaofei Xue, Xiujian Liu, <div class="my_name">Zhifan Gao</div>, Rui Wang, Lei Xu, Dhanjoo Ghista, Heye Zhang. </div>
<div class="source"> <div class="source_name"> Computer Methods in Applied Mechanics and Engineering </div> 404(1), 115789, 2023. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.cma.2022.115789">paper</a>] </div>
</div>
<!-- 2022 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-TMI-cell.png">
</div>
<div class="title"> Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. </div>
<div class="author"> Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Guang Yang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 41(12): 3799-3811, 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2022.3195123">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-TMM.png">
</div>
<div class="title"> Annealing Genetic GAN for Imbalanced Web Data Learning. </div>
<div class="author"> Jingyu Hao, Chengjia Wang, Guang Yang, <div class="my_name">Zhifan Gao</div>, Jinglin Zhang, Heye Zhang. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Multimedia </div> 24: 1164-1174, 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMM.2021.3120642">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2022-Neurocomputing.png"> </div>
<div class="title"> Swin Transformer for Fast MRI. </div>
<div class="author"> Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, <div class="my_name">Zhifan Gao</div>, Yang Li, Javier Del Ser, Jun Xia, Guang Yang. </div>
<div class="source"> <div class="source_name"> Neurocomputing </div> 493: 281-304, 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.neucom.2022.04.051">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-Medical Phyics.png">
</div>
<div class="title"> Physiologically Personalized Coronary Blood Flow Model to Improve the Estimation of Noninvasive Fractional Flow Reserve. </div>
<div class="author"> Xiujian Liu, Chuangye Xu, Simin Rao, Ye Zhang, Dhanjoo Ghista, <div class="my_name">Zhifan Gao</div>, Guang Yang. </div>
<div class="source"> <div class="source_name"> Medical Physics </div> 49(1): 583-597, 2022. </div>
<div class="link"> <br>[<a href="http://doi.org/10.1002/mp.15363">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-FGCS-CTP.png">
</div>
<div class="title"> Vessel-GAN: Angiographic Reconstructions from Myocardial CT Perfusion with Explainable Generative Adversarial Networks. </div>
<div class="author"> Chulin Wu, Heye Zhang, Jiaqi Chen, <div class="my_name">Zhifan Gao</div>, Pengfei Zhang, Khan Muhammad, Javier Del Ser. </div>
<div class="source"> <div class="source_name"> Future Generation Computer Systems </div> 130: 128-139, 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.future.2021.12.007">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-MICCAI-CTA.png">
</div>
<div class="title"> A Geometry-Constrainted Deformable Attention Network for Aortic Segmentation. </div>
<div class="author"> Weiyuan Lin, Hui Liu, Lin Gu, <div class="my_name">Zhifan Gao</div>. </div>
<div class="source"> <div class="source_name"> 25nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-16443-9_28">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-miccai-KD.png">
</div>
<div class="title"> Discrepancy and Gradient-guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. </div>
<div class="author"> Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, <div class="my_name">Zhifan Gao</div>, Yixuan Yuan. </div>
<div class="source"> <div class="source_name"> 25nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-16443-9_61">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-MICCAI-CS2.png">
</div>
<div class="title"> CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. </div>
<div class="author"> Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, <div class="my_name">Zhifan Gao</div>, Simon Walsh, Guang Yang. </div>
<div class="source"> <div class="source_name"> 25nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-16452-1_1">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2022-MICCAI-MRI.png">
</div>
<div class="title"> Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. </div>
<div class="author"> Jiahao Huang, Xiaodan Xing, <div class="my_name">Zhifan Gao</div>, Guang Yang. </div>
<div class="source"> <div class="source_name"> 25nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2022. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-031-16443-9_61">paper</a>] </div>
</div>
<!-- 2021 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-MedIA-cardiac.png">
</div>
<div class="title"> Multi-Level Semantic Adaptation for Few-Shot Segmentation on Cardiac Image Sequences. </div>
<div class="author"> Saidi Guo, Lin Xu, Cheng Feng, Huahua Xiong, <div class="my_name">Zhifan Gao</div>, Heye Zhang. </div>
<div class="source"> <div class="source_name"> Medical Image Analysis </div> 73(102170), 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.media.2021.102170">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-IoT-LV.png">
</div>
<div class="title"> Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things. </div>
<div class="author"> Chenchu Xu, <div class="my_name">Zhifan Gao</div>, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Internet of Things Journal </div> 8(23): 16902-16910, 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JIOT.2021.3068775">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-MICCAI.png">
</div>
<div class="title"> Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. </div>
<div class="author"> Hongwei Zhang, Dong Zhang, <div class="my_name">Zhifan Gao</div>, Heye Zhang. </div>
<div class="source"> <div class="source_name"> 24nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-030-87193-2_35">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-TNNLS.png">
</div>
<div class="title"> Multi-Task Learning for Estimating Multi-Type Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. </div>
<div class="author"> Chengjin Yu, <div class="my_name">Zhifan Gao</div>, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Neural Networks and Learning Systems </div> 32(2):493-506, 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TNNLS.2020.2984955">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-ASOC.png">
</div>
<div class="title"> Video salient object detection using dual-stream spatiotemporal attention. </div>
<div class="author"> Chenchu Xu, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> Applied Soft Computing </div> 108(107433), 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.asoc.2021.107433">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2021-TII.png">
</div>
<div class="title"> Industrial Pervasive Edge Computing-based Intelligence IoT for Surveillance Saliency Detection. </div>
<div class="author"> Jinglin Zhang, Chenchu Xu, <div class="my_name">Zhifan Gao</div>, Joel J. P. C. Rodrigues, and Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Industrial Informatics </div> 17(7): 5012-5020, 2021. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TII.2020.3007792">paper</a>] </div>
</div>
<!-- 2020 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2020-UMB.png">
</div>
<div class="title"> Carotid Wall Longitudinal Motion in Ultrasound Imaging: An Expert Consensus Review. </div>
<div class="author"> Fereshteh Yousefi Rizi, Jason Au, Heikki Yli-Ollila, Spyretta Golemati, Monika Makūnaitė, Maciej Orkisz, Nassir Navab, Maureen MacDonald,
Tiina Marja Laitinen, Hamid Behnam, <div class="my_name">Zhifan Gao</div>, Aimilia Gastounioti, Rytis Jurkonis, Didier Vray, Tomi Laitinen, André Sérusclat,
Konstantina S. Nikita, and Guillaume Zahnd. </div>
<div class="source"> <div class="source_name"> Ultrasound in Medicine and Biology </div> 46(10):2605-2624, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.ultrasmedbio.2020.06.006">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position">
<img class="img_style" src="./publication_imgs/2020-TMI.png">
</div>
<div class="title"> Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, and Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 39(5):1524-1534, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2019.2952939">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2020-NN.png"> </div>
<div class="title"> Learning Physical Properties in Complex Visual Scenes: An Intelligent Machine for Perceiving Blood Flow Dynamics from Static CT Angiography Imaging. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, and Victor Hugo C de Albuquerque. </div>
<div class="source"> <div class="source_name"> Neural Networks </div> 123:82-93, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.neunet.2019.11.017">paper</a>] <span data-badge-popover="right" data-badge-type="" data-doi="https://doi.org/10.1016/j.neunet.2019.11.017" data-hide-no-mentions="true" class="altmetric-embed">
</span></div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2020-IEEE-Network.png"> </div>
<div class="title"> Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, and Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> IEEE Network </div> 34(2):216-224, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/MNET.001.1900260">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2020-IoT.png"> </div>
<div class="title"> Trustful Internet of Surveillance Things Based on Deeply-Represented Visual Co-Saliency Detection. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Chenchu Xu, Heye Zhang, Shuo Li, and Victor Hugo C de Albuquerque. </div>
<div class="source"> <div class="source_name"> IEEE Internet of Things Journal </div> 7(5):4092-4100, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JIOT.2019.2963701">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2020-FGCS.png"> </div>
<div class="title"> Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. </div>
<div class="author"> Guang Yang, Jun Chen, <div class="my_name">Zhifan Gao</div>, Shuo Li, Hao Ni, Elsa Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David Firmin, and Jennifer Keegan. </div>
<div class="source"> <div class="source_name"> Future Generation Computer Systems </div> 107:215-228, 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.future.2020.02.005">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2020-ASOC.png"> </div>
<div class="title"> Unified Model for Interpreting Multi-View Echocardiographic Sequences Without Temporal Information. </div>
<div class="author"> Ming Li, Shizhou Dong, <div class="my_name">Zhifan Gao</div>, Cheng Feng, Huahua Xiong, Wei Zheng, Dhanjoo Ghista, Heye Zhang, and Victor Hugo C. de Albuquerque. </div>
<div class="source"> <div class="source_name"> Applied Soft Computing </div> 88(106049), 2020. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.asoc.2019.106049">paper</a>] </div>
</div>
<!-- 2019 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-MedIA.png"> </div>
<div class="title"> Learning the Implicit Strain Reconstruction in Ultrasound Elastography Using Privileged Information. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, and Shuo Li. </div>
<div class="source"> <div class="source_name"> Medical Image Analysis </div> 58(101534), 2019. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.media.2019.101534">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-Radiology.png"> </div>
<div class="title"> Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI. </div>
<div class="author"> Nan Zhang, Guang Yang, <div class="my_name">Zhifan Gao</div>, Chenchu Xu, Yanping Zhang, Rui Shi, Jennifer Keegan, Lei Xu, Heye Zhang, Zhanming Fan, and David Firmin. </div>
<div class="source"> <div class="source_name"> Radiology </div> 291:606-617, 2019. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1148/radiol.2019182304">paper</a>] <span data-badge-popover="right" data-badge-type="" data-doi="https://doi.org/10.1148/radiol.2019182304" data-hide-no-mentions="true" class="altmetric-embed">
</span></div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-ER.png"> </div>
<div class="title"> Evaluation of Fractional Flow Reserve in Patients with Stable Angina: Can CT Compete with Angiography ? </div>
<div class="author"> Xin Liu, Yabin Wang, Heye Zhang, Youbing Yin, Kunlin Cao, <div class="my_name">Zhifan Gao</div>, Huafeng Liu, William Kongto Hau, Lei Gao, Yundai Chen, Feng Cao, and Wenhua Huang. </div>
<div class="source"> <div class="source_name"> European Radiology </div> 29:3669-3677, 2019. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/s00330-019-06023-z">paper</a>] <span data-badge-popover="right" data-badge-type="" data-doi="https://doi.org/10.1007/s00330-019-06023-z" data-hide-no-mentions="true" class="altmetric-embed">
</span></div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-IJACSP.png"> </div>
<div class="title"> Automatic Segmentation of Coronary Tree in CT Angiography Images </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Xin Liu, Song Qi, Wanqing Wu, William Kongto Hau, and Heye Zhang. </div>
<div class="source"> <div class="source_name"> International Journal of Adaptive Control and Signal Processing </div> 33(8):1239-1247, 2019. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1002/acs.2762">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-MICCAI.png"> </div>
<div class="title"> Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div> and Shuo Li. </div>
<div class="source"> <div class="source_name"> 22nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2019. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-030-32245-8_86">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2019-ISMRM.png"> </div>
<div class="title"> A Deep Learning Based Left Atrium Anatomy Segmentation and Scar Delineation in 3D Late Gadolinium Enhanced CMR Images. </div>
<div class="author"> Guang Yang, Jun Chen, <div class="my_name">Zhifan Gao</div>, Shuo Li, Hao Ni, Elsa Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David Firmin, Jennifer Keegan. </div>
<div class="source"> <div class="source_name"> International Society for Magnetic Resonance in Medicine Annual Meeting & Exhibition </div> (ISMRM), 2019. </div>
<div class="link"> <br>[<a href="https://cds.ismrm.org/protected/19MProceedings/PDFfiles/0788.html">abstract</a>] </div>
</div>
<!-- 2018 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-TMI.png"> </div>
<div class="title"> Motion Tracking of the Carotid Artery Wall from Ultrasound Image Sequences: a Nonlinear State-Space Approach. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Yanjie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, and Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Transactions on Medical Imaging </div> 37(1):273-283, 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/TMI.2017.2746879">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-JBHI.png"> </div>
<div class="title"> Robust Segmentation of Intima-Media Borders with Different Morphologies and Dynamics During the Cardiac Cycle. </div>
<div class="author"> Shen Zhao, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, and Shuo Li. </div>
<div class="source"> <div class="source_name"> IEEE Journal of Biomedical and Health Informatics </div> 22(5):1571-1582, 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JBHI.2017.2776246">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-MTAP.png"> </div>
<div class="title"> Robust recovery of myocardial kinematics using dual H<sub>∞</sub> criteria. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, and Pengcheng Shi. </div>
<div class="source"> <div class="source_name"> Multimedia Tools and Applications </div> 77:23043–23071, 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/s11042-017-5395-1">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-MedIA.png"> </div>
<div class="title"> Direct Delineation of Myocardial Infarction without Contrast Agents Using a Joint Motion Feature Learning Architecture. </div>
<div class="author"> Chenchu Xu, Lei Xu, <div class="my_name">Zhifan Gao</div>, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo Ghista, Huafeng Liu, and Shuo Li. </div>
<div class="source"> <div class="source_name"> Medical Image Analysis </div> 50:82-94, 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.media.2018.09.001">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-IEEE-JTEHM.png"> </div>
<div class="title"> A Meshfree Representation for Cardiac Medical Image Computing. </div>
<div class="author"> Heye Zhang, <div class="my_name">Zhifan Gao</div>, Lin Xu, Xingjian Yu, Ken C. L. Wong, Huafeng Liu, Ling Zhuang, and Pengcheng Shi. </div>
<div class="source"> <div class="source_name"> IEEE Journal of Translational Engineering in Health and Medicine </div> 6:1800212, 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/JTEHM.2018.2795022">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-BMVC-saliency.png"> </div>
<div class="title"> Holistic and Deep Feature Pyramids for Saliency Detection. </div>
<div class="author"> Shizhou Dong, <div class="my_name">Zhifan Gao</div>, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu and Shuo Li. </div>
<div class="source"> <div class="source_name"> British Machine Vision Conference </div> (BMVC), 2018. </div>
<div class="link"> <br>[<a href="http://bmvc2018.org/contents/papers/0212.pdf">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-BMVC-cosaliency.png"> </div>
<div class="title"> Deep Learning Intra-Image and Inter-Images Features for Co-Saliency Detection. </div>
<div class="author"> Min Li, Shizhou Dong, Kun Zhang, <div class="my_name">Zhifan Gao</div>, Xi Wu, Heye Zhang, Guang Yang, and Shuo Li. </div>
<div class="source"> <div class="source_name"> British Machine Vision Conference </div> (BMVC), 2018. </div>
<div class="link"> <br>[<a href="http://bmvc2018.org/contents/papers/1145.pdf">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-MICCAI-elastography.png"> </div>
<div class="title"> Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. </div>
<div class="author"> Sitong Wu, <div class="my_name">Zhifan Gao</div>, Zhi Liu, Jianwen Luo, Heye Zhang, and Shuo Li. </div>
<div class="source"> <div class="source_name"> 21nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-030-00928-1_43">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-MICCAI-scar.png"> </div>
<div class="title"> Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. </div>
<div class="author"> Jun Chen, Guang Yang, <div class="my_name">Zhifan Gao</div>, Hao Ni, Elsa Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, and David Firmin. </div>
<div class="source"> <div class="source_name"> 21nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-030-00934-2_51">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2018-EMBC.png"> </div>
<div class="title"> Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images. </div>
<div class="author"> Guang Yang, Jun Chen, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Hao Ni, Elsa Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, and David Firmin. </div>
<div class="source"> <div class="source_name"> 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society </div> (EMBC), 2018. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/EMBC.2018.8512550">paper</a>] </div>
</div>
<!-- 2017 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2017-MedIA.png"> </div>
<div class="title"> Robust Estimation of Carotid Artery Wall Motion Using the Elasticity-Based State-Space Approach. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo Ghista, Wanqing Wu, and Shuo Li. </div>
<div class="source"> <div class="source_name"> Medical Image Analysis </div> 37:1-21, 2017. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.media.2017.01.004">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2017-CMIG.png"> </div>
<div class="title"> An Artificial Neural Network Method for Lumen and Media-Adventitia Border Detection in IVUS. </div>
<div class="author"> Shengran Su, Zhenghui Hu, Qiang Lin, William Kongto Hau, <div class="my_name">Zhifan Gao</div>, and Heye Zhang. </div>
<div class="source"> <div class="source_name"> Computerized Medical Imaging and Graphics </div> 57(4):29-39, 2017. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.compmedimag.2016.11.003">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2017-MICCAI.png"> </div>
<div class="title"> Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. </div>
<div class="author"> Chenchu Xu, Lei Xu, <div class="my_name">Zhifan Gao</div>, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo Ghista, Shuo Li. </div>
<div class="source"> <div class="source_name"> 20th International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2017. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-319-66179-7_28">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2017-ISBI.png"> </div>
<div class="title"> Detection of Lumen and Media-Adventitia Borders in IVUS Images Using Sparse Auto-Encoder Neural Network. </div>
<div class="author"> Shengran Su, <div class="my_name">Zhifan Gao</div>, Heye Zhang, Qiang Lin, William Kongto Hau, and Shuo Li. </div>
<div class="source"> <div class="source_name"> 14th IEEE International Symposium on Biomedical Imaging </div> (ISBI), 2017. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1109/ISBI.2017.7950713">paper</a>] </div>
</div>
<!-- before 2017 -->
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2016-MICCAI.png"> </div>
<div class="title"> Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Yuanyuan Sun, Heye Zhang, Dhanjoo Ghista, Yanjie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, and Shuo Li. </div>
<div class="source"> <div class="source_name"> 19nd International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2016. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/978-3-319-46726-9_12">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2016-AJP.png"> </div>
<div class="title"> Functional Assessment of the Stenotic Carotid Artery by CFD-Based Pressure Gradient Evaluation. </div>
<div class="author"> Xin Liu, Heye Zhang, Lijie Ren, Huahua Xiong, <div class="my_name">Zhifan Gao</div>, Pengcheng Xu, Wenhua Huang, and Wanqing Wu. </div>
<div class="source"> <div class="source_name"> American Journal of Physiology - Heart and Circulatory Physiology </div> 311(3):H645-H653, 2016. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1152/ajpheart.00888.2015">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2016-BMMB.png"> </div>
<div class="title"> Three-Dimensional Hemodynamics Analysis of the Circle of Willis in the Patient-Specific Non-Integral Arterial Structures. </div>
<div class="author"> Xin Liu, <div class="my_name">Zhifan Gao</div>, Huahua Xiong, Dhanjoo Ghista, Lijie Ren, Heye Zhang, Wanqing Wu, Wenhua Huang, and William Kongto Hau. </div>
<div class="source"> <div class="source_name"> Biomechanics and Modeling in Mechanobiology </div> 37(1):273-283, 2016. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/s10237-016-0773-6">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2015-miccai.png"> </div>
<div class="title"> Motion Estimation of Common Carotid Artery Wall Using a H<sub>∞</sub> Filter Based Block Matching Method. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin K.L. Wong, and Yuan-Ting Zhang. </div>
<div class="source"> <div class="source_name"> 18th International Conference on Medical Image Computing and Computer Assisted Intervention </div> (MICCAI), 2015. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1007/s10237-016-0773-6">paper</a>] </div>
</div>
<hr class="hr_style">
<div class="paper">
<div class="img_position"> <img class="img_style" src="./publication_imgs/2015-UMB.png"> </div>
<div class="title"> An Automated Framework for Detecting Lumen and Media-Adventitia Borders in Intravascular Ultrasound Imagesd. </div>
<div class="author"> <div class="my_name">Zhifan Gao</div>, William Kongto Hau, Minhua Lu, Wenhua Huang, Heye Zhang, Wanqing Wu, Xin Liu, and Yuan-Ting Zhang. </div>
<div class="source"> <div class="source_name"> Ultrasound in Medicine & Biologyn </div> 37(1):273-283, 2015. </div>
<div class="link"> <br>[<a href="https://doi.org/10.1016/j.ultrasmedbio.2015.03.022">paper</a>] </div>
</div>
</td>
</tr>
</table>
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