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高

高智凡 (Zhifan Gao)

sun yat sen university

35H指数
183论文数
3.7K被引数
收录论文 88
发表时间
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Uncertainty-Aware Ensemble Learning for Localizing Arrhythmia Origins from ECG基于不确定性感知集成学习的心律失常起源ECG定位
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2026-08-11
err0
PREAI
errQijing Chen; Haiyang Xie; Yuzhen Zhu; Heye Zhang; Yangxin Chen; Zhifan Gao
err分享
err收藏
Myocardial Temporal-Mechanical Self-Supervision Model for Contrast-Free Myocardial Infarction Segmentation With Label-Free Training无对比度心肌梗死分割的无标签训练心肌时-机自监督模型
errIEEE Transactions on Medical Imaging
IF9.8
err2026-08-01
err0
PREAI
errXu, Chenchu; Wang, Run; Qi, Ronghui; Gao, Zhifan; Xu, Lei
err分享
err收藏
S 2DENet: Shallow suppression and deep enhancement network for general ultrasound image segmentationS 2DENet：浅层抑制与深层增强网络用于通用超声图像分割
errMedical Image Analysis
IF11.8
err2026-07-20
err0
PREAI
errXintao Pang; Jinlin Yang; Zhifan Gao; Chuan Lin; Yue Sun; Shuo Li; Peter H.N. de With; Tao Tan
err分享
err收藏
BayeTopo: Bayesian-Based Topology-Guided Learning for Vascular Imaging Segmentation贝叶斯拓扑引导学习在血管成像分割中的应用
errIEEE Transactions on Image Processing
IF13.7
err2026-07-02
err0
PREAI
errBaihong Xie; Shuxin Zhuang; Heye Zhang; Changnong Peng; Lei Xu; Zhifan Gao
err分享
err收藏
Cardiac motion tracking with bidirectional latent neural ODEs from cine cardiac MRI利用双向隐式神经常微分方程对电影心脏MRI进行心脏运动追踪
errComputerized Medical Imaging and Graphics
IF4.9
err2026-07-01
err0
PREAI
errRuan, Dongsheng; Zhou, Ke; Zhu, Chenyi; Yu, Chengjin; Gao, Zhifan; Jiang, Mingfeng; Zheng, Luyan; Liu, Huafeng
err分享
err收藏
Joint color-spatial iterative interaction and metric-based motion filtering for unsupervised polyp segmentation in endoscopic videos联合颜色-空间迭代交互和基于度量的运动滤波用于内窥镜视频中的息肉无监督分割
errNeural Networks
IF6.3
err2026-07-01
err0
PREAI
errSong, Wenlong; Jia, Yiwen; Chen, Jie; Xu, Chenchu; Gao, Zhifan; Zhang, Dingwen
err分享
err收藏
Deep learning-based automated segmentation and quantification of aortic arch calcification at chest radiograph基于深度学习的胸部X线片主动脉弓钙化的自动分割与定量分析
errBMC Geriatrics
IF3.8
err2026-05-11
err0
errOAAI
errLi Yin; Sijin Li; Liangliang Zhang; Zhifan Gao; Yuning Liu; Qiuyu Wang; Huanji Zhang; Tingting Zhang; Jie Chen; Hui Huang
err分享
err收藏
Adversarial-consistency enhanced implicit segmentation field for weakly supervised 3D cardiac image segmentation对抗一致性增强的隐式分割场用于弱监督3D心脏图像分割
errMedical Image Analysis
IF11.8
err2026-05-02
err0
PREAI
errWeiyuan Lin; Juntao Zhong; Zhifan Gao; Jinfeng Chen; Jichao Zhao; Weiwen Wu; Chenchu Xu; Changzheng Shi; Zhihui Zhang; Xiujian Liu
err分享
err收藏
Cyclic Self-Supervised Diffusion for Ultra Low-Field to High-Field MRI Synthesis循环自监督扩散用于超高场至高场MRI合成
errIEEE Transactions on Medical Imaging
IF9.8
err2026-04-20
err0
PREAI
errZhenxuan Zhang; Peiyuan Jing; Zi Wang; Ula Briski; Coraline Beitone; Yue Yang; Yinzhe Wu; Fanwen Wang; Liutao Yang; Jiahao Huang; Zhifan Gao; Zhaolin Chen; Kh Tohidul Islam; Guang Yang; Peter J. Lally
err分享
err收藏
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction从粗糙到连续：用于运动鲁棒各向异性MRI重建的渐进式细化隐式神经表示
errIEEE Transactions on Image Processing
IF13.7
err2026-04-01
err0
PREAI
errZhenxuan Zhang; Lipei Zhang; Yanqi Cheng; Zi Wang; Fanwen Wang; Haosen Zhang; Yue Yang; Yinzhe Wu; Jiahao Huang; Angelica I. Aviles-Rivero; Zhifan Gao; Guang Yang; Peter J. Lally
err分享
err收藏
Gradient-Refined Federated Learning on Head-Tail Imbalanced Data基于梯度的联邦学习在头尾不平衡数据上的优化
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-01-21
err0
PREAI
errYiwen Wang; Heye Zhang; Chenchu Xu; Lin Gu; Jingfeng Zhang; Tieyong Zeng; Zhifan Gao
err分享
err收藏
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation像放射科医生一样思考：用于可验证报告生成的思维链与强化学习
errMedical Image Analysis
IF11.8
err2025-12-11
err0
errOAAI
errPeiyuan Jing; Kinhei Lee; Zhenxuan Zhang; Huichi Zhou; Zhengqing Yuan; Zhifan Gao; Lei Zhu; Giorgos Papanastasiou; Yingying Fang; Guang Yang
err分享
err收藏
Dynamical Multi-order Responses and Global Semantic-Infused Adversarial Learning: A Robust Airway Segmentation Method动态多阶响应与全局语义注入的对抗学习：一种鲁棒气道分割方法
errMedical Image Analysis
IF11.8
err2025-11-15
err0
errOAAI
errSheng Zhang; Yang Nan; Yingying Fang; Shiyi Wang; Yongkai Liu; Giorgos Papanastasiou; Zhifan Gao; Shuo Li; Simon Walsh; Guang Yang
err分享
err收藏
Physics-Guided Variational Method for Fractional Flow Reserve Based on Coronary Angiography基于冠状动脉造影的物理引导变分方法用于分数流储备
errIEEE Transactions on Medical Imaging
IF9.8
err2025-10-07
err0
PREAI
errQi Zhang; Heye Zhang; Zhifan Gao; Baihong Xie; Zhihui Zhang; Dan Deng; Changnong Peng; Xiaoqing Wang; Xiujian Liu
err分享
err收藏
Embracing knowledge integration from the vision-language model for federated domain generalization on multi-source fused data拥抱来自视觉语言模型的知识整合，以实现多源融合数据上的联邦领域泛化
errInformation Fusion
IF15.5
err2025-09-16
err0
PREAI
errZhenyu Liu; Heye Zhang; Yiwen Wang; Zhifan Gao
err分享
err收藏
Category-specific unlabeled data risk minimization for ultrasound semi-supervised segmentation类别特定的未标记数据风险最小化用于超声半监督分割
errMedical Image Analysis
IF11.8
err2025-08-23
err0
PREAI
errLu Xu; Mingyuan Liu; Boxuan Wei; Yihua He; Zhifan Gao; Hongbin Han; Jicong Zhang
err分享
err收藏
Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences自适应序贯贝叶斯迭代学习用于心脏图像序列中的心肌运动估计
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-18
err0
PREAI
errShuxin Zhuang; Heye Zhang; Dong Liang; Hui Liu; Zhifan Gao
err分享
err收藏
Artificial intelligence-based accurate myocardial infarction mapping using 12-lead electrocardiography基于人工智能的精确心肌梗死定位映射，使用12导联心电图
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-07-01
err0
errOAAI
errWang, Hui; Gao, Zhifan; Zhang, Heye; Zhu, Yuzhen; Lian, Shichang; Bo, Kairui; Li, Shuang; Gao, Yifeng; Zhuang, Baiyan; Zhou, Zhen; Zhang, Xinwei; Wang, Cuiyan; Nieman, Koen; Xu, Lei
err分享
err收藏
An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization超声成像的编排学习框架：Prompt-Guided Hyper-Perception与Attention-Matching下游同步
errMedical Image Analysis
IF11.8
err2025-05-27
err0
PREAI
errZehui Lin; Shuo Li; Shanshan Wang; Zhifan Gao; Yue Sun; Chan-Tong Lam; Xindi Hu; Xin Yang; Dong Ni; Tao Tan
err分享
err收藏
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing具有任意模态缺失的MR图像去噪的多模态跨全局可学习注意力网络
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-04-01
err0
PREAI
errJiang, Mingfu; Wang, Shuai; Chan, Ka-Hou; Sun, Yue; Xu, Yi; Zhang, Zhuoneng; Gao, Qinquan; Gao, Zhifan; Tong, Tong; Chang, Hing-Chiu; Tan, Tao
err分享
err收藏

研究方向

迁移学习对抗学习联邦学习因果推断显著性目标检测目标运动追踪物理信息模型
合作学者
合作期刊
D
Daniel Rueckert
H 指数: 132 · 论文数: 1.6K
J
Joel J. P. C. Rodrigues
H 指数: 110 · 论文数: 1.5K
刘
刘志红 (Zhihong Liu)
H 指数: 94 · 论文数: 2.4K
王
王高峰 (Ge Wang)
H 指数: 86 · 论文数: 1.6K
V
Victor Hugo C. de Albuquerque
H 指数: 85 · 论文数: 493
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