Zhifan Gao

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 82

Top Topics

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

IEEE Internet Things J.

Publications

Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. Artif. Intell. Medicine 154 (2024)
Jiayi Pan, Hengyong Yu, Zhifan Gao, Shaoyu Wang, Heye Zhang, Weiwen Wu
Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction. IEEE Trans. Image Process. 33 (2024)
Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, Zhifan Gao
Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement. Expert Syst. Appl. 254 (2024)
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation. CoRR (2024)
Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, Zhifan Gao, Heye Zhang, Lingyun Zu
Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography. Comput. Biol. Medicine 177 (2024)
Zhenxuan Zhang, Chengjin Yu, Heye Zhang, Zhifan Gao
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. IEEE Trans. Medical Imaging 43 (6) (2024)
Jiahao Xiong, Weihua Ou, Yi Yao, Yingying Liu, Zhifan Gao, Zhonghua Liu, Jianping Gou
STGNet: Spatio-temporal graph neural networks considering inherent properties of physiological signals for camera-based remote photoplethysmography. Biomed. Signal Process. Control. 98 (2024)
Zehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation. CoRR (2024)
Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. Comput. Medical Imaging Graph. 115 (2024)
Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, Zhifan Gao, Victor Hugo C. de Albuquerque
Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. Expert Syst. Appl. 257 (2024)
Shuxin Zhuang, Heye Zhang, Wanli Ding, Zhemin Zhuang, Jinglin Zhang, Zhifan Gao
Semi-supervised domain adaptation incorporating three-way decision for multi-view echocardiographic sequence segmentation. Appl. Soft Comput. 155 (2024)
Weiyuan Lin, Zhifan Gao, Hui Liu, Heye Zhang
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. IEEE Trans. Medical Imaging 43 (4) (2024)
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Comput. Medical Imaging Graph. 116 (2024)
Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao
Collaborative compensative transformer network for salient object detection. Pattern Recognit. 154 (2024)
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion 99 (2023)
Wanli Ding, Heye Zhang, Shuxin Zhuang, Zhemin Zhuang, Zhifan Gao
Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound. Expert Syst. Appl. 234 (2023)
Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, Zhifan Gao
Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. Future Gener. Comput. Syst. 145 (2023)
Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang, Javier Del Ser, Lin Xu
Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation. Inf. Fusion 92 (2023)
Chaowei Fang, Qian Wang, Lechao Cheng, Zhifan Gao, Chengwei Pan, Zhen Cao, Zhaohui Zheng, Dingwen Zhang
Reliable Mutual Distillation for Medical Image Segmentation Under Imperfect Annotations. IEEE Trans. Medical Imaging 42 (6) (2023)
Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. 236 (2023)
Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan
Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. CGI (1) (2023)
Hongwei Zhang, Zhifan Gao, Dong Zhang, William Kongto Hau, Heye Zhang
Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography. IEEE Trans. Medical Imaging 42 (3) (2023)
Xiujian Liu, Si Li, Bin Wang, Lin Xu, Zhifan Gao, Guang Yang
Motion estimation based on projective information disentanglement for 3D reconstruction of rotational coronary angiography. Comput. Biol. Medicine 157 (2023)
Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) (2023)
Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. MICCAI (6) (2023)
Yihua Zhi, William Kongto Hau, Heye Zhang, Zhifan Gao
Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. Appl. Soft Comput. 146 (2023)
Boyan Wang, Xuegang Hu, Jinglin Zhang, Chenchu Xu, Zhifan Gao
Intelligent Internet of Things in Mammography Screening Using Multicenter Transformation Between Unified Capsules. IEEE Internet Things J. 10 (2) (2023)
Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. CoRR (2023)
Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. IEEE Internet Things J. 10 (21) (2023)
Zhifan Gao, Yifeng Guo, Jiajing Zhang, Tieyong Zeng, Guang Yang
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRI. IEEE Trans. Medical Imaging 42 (6) (2023)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. MICCAI (6) (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin Transformer for Fast MRI. CoRR (2022)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. IEEE Trans. Medical Imaging 41 (12) (2022)
Jiayi Pan, Heye Zhang, Weifei Wu, Zhifan Gao, Weiwen Wu
Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction. Patterns 3 (6) (2022)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. CoRR (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. CoRR (2022)
Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. Future Gener. Comput. Syst. 130 (2022)
Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. MICCAI (5) (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin transformer for fast MRI. Neurocomputing 493 (2022)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. CoRR (2022)
Weiyuan Lin, Hui Liu, Lin Gu, Zhifan Gao
A Geometry-Constrained Deformable Attention Network for Aortic Segmentation. MICCAI (5) (2022)
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. CoRR (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. MICCAI (8) (2022)
Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang
Annealing Genetic GAN for Imbalanced Web Data Learning. IEEE Trans. Multim. 24 (2022)
Jinglin Zhang, Chenchu Xu, Zhifan Gao, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
Industrial Pervasive Edge Computing-Based Intelligence IoT for Surveillance Saliency Detection. IEEE Trans. Ind. Informatics 17 (7) (2021)
Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things. IEEE Internet Things J. 8 (23) (2021)
Hongwei Zhang, Dong Zhang, Zhifan Gao, Heye Zhang
Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. MICCAI (1) (2021)
Jiayi Pan, Weiwen Wu, Zhifan Gao, Heye Zhang
MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction. CoRR (2021)
Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li
Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
Video salient object detection using dual-stream spatiotemporal attention. Appl. Soft Comput. 108 (2021)
Saidi Guo, Lin Xu, Cheng Feng, Huahua Xiong, Zhifan Gao, Heye Zhang
Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences. Medical Image Anal. 73 (2021)
Ming Li, Shizhou Dong, Zhifan Gao, Cheng Feng, Huahua Xiong, Wei Zheng, Dhanjoo N. Ghista, Heye Zhang, Victor Hugo C. de Albuquerque
Unified model for interpreting multi-view echocardiographic sequences without temporal information. Appl. Soft Comput. 88 (2020)
Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. IEEE Netw. 34 (2) (2020)
Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque
Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. Neural Networks 123 (2020)
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. CoRR (2020)
Shizhou Dong, Zhifan Gao, Sandeep Pirbhulal, Gui-Bin Bian, Heye Zhang, Wanqing Wu, Shuo Li
IoT-based 3D convolution for video salient object detection. Neural Comput. Appl. 32 (3) (2020)
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. Future Gener. Comput. Syst. 107 (2020)
Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection. IEEE Internet Things J. 7 (5) (2020)
Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. IEEE Trans. Medical Imaging 39 (5) (2020)
Zhifan Gao, Shuo Li
Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging. MICCAI (2) (2019)
Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
Learning the implicit strain reconstruction in ultrasound elastography using privileged information. Medical Image Anal. 58 (2019)
Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. MICCAI (1) (2018)
Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
Holistic and Deep Feature Pyramids for Saliency Detection. BMVC (2018)
Chao Qi, Min Li, Qiushi Wang, Huiquan Zhang, Jinling Xing, Zhifan Gao, Huailing Zhang
Facial Expressions Recognition Based on Cognition and Mapped Binary Patterns. IEEE Access 6 (2018)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. MICCAI (2) (2018)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. CoRR (2018)
Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
Deep Learning intra-image and inter-images features for Co-saliency detection. BMVC (2018)
Qingneng Li, Zhifan Gao, Qiuyu Wang, Jun Xia, Heye Zhang, Huailing Zhang, Huafeng Liu, Shuo Li
Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images. IEEE Access 6 (2018)
Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram. IEEE Access 6 (2018)
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
criteria. Multim. Tools Appl. 77 (17) (2018)
Zhifan Gao, Yanjie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach. IEEE Trans. Medical Imaging 37 (1) (2018)
Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. Medical Image Anal. 50 (2018)
Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
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. EMBC (2018)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. MICCAI (3) (2017)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm. CoRR (2017)
Shengran Su, Zhifan Gao, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network. ISBI (2017)
Shengran Su, Zhenghui Hu, Qiang Lin, William Kongto Hau, Zhifan Gao, Heye Zhang
An artificial neural network method for lumen and media-adventitia border detection in IVUS. Comput. Medical Imaging Graph. 57 (2017)
Zhifan Gao, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo N. Ghista, Wanqing Wu, Shuo Li
Robust estimation of carotid artery wall motion using the elasticity-based state-space approach. Medical Image Anal. 37 (2017)
Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, Yanjie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li
Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. MICCAI (3) (2016)
Zhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin Kian Loong Wong, Yuan-Ting Zhang
Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method. MICCAI (3) (2015)
Xuxue Sun, Ping Yang, Yulin Li, Zhifan Gao, Yuan-Ting Zhang
Robust heart beat detection from photoplethysmography interlaced with motion artifacts based on Empirical Mode Decomposition. BHI (2012)
Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang
Wavelet Domain Local Binary Pattern Features For Writer Identification. ICPR (2010)