Yunbi Liu

27 papers A* 1Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
From pretraining to privacy: federated ultrasound foundation model with self-supervised learning.
npj Digit. Medicine
Yuncheng Jiang, Chun-Mei Feng, Jinke Ren, Jun Wei, Zixun Zhang, Yiwen Hu, Yunbi Liu, Rui Sun, Xuemei Tang, Juan Du, Xiang Wan, Yong Xu, Bo Du, Xin Gao, Guangyu Wang, Shaohua Kevin Zhou, Shuguang Cui, Zhen Li
2025 J jnl
Hybrid multi-modality multi-task learning for forecasting progression trajectories in subjective cognitive decline.
Neural Networks
Minhui Yu, Yuqi Fang, Yunbi Liu, Andrea C. Bozoki, Shifu Xiao, Ling Yue, Mingxia Liu
2025 J jnl
Subtraction-free artifact-aware digital subtraction angiography image generation for head and neck vessels from motion data.
Comput. Medical Imaging Graph.
Yunbi Liu, Dong Du, Yun Liu, Shengxian Tu, Wei Yang, Xiaoguang Han, Shiteng Suo, Qingshan Liu
2025 J jnl
TAlignDiff: Automatic Tooth Alignment assisted by Diffusion-based Transformation Learning.
CoRR
Yunbi Liu, Enqi Tang, Shiyu Li, Lei Ma, Juncheng Li, Shu Lou, Yongchu Pan, Qingshan Liu
2025 J jnl
TMI-CLNet: Triple-Modal Interaction Network for Chronic Liver Disease Prognosis From Imaging, Clinical, and Radiomic Data Fusion.
CoRR
Linglong Wu, Xuhao Shan, Ruiquan Ge, Ruoyu Liang, Chi Zhang, Yonghong Li, Ahmed Elazab, Huoling Luo, Yunbi Liu, Changmiao Wang
2025 — conf
TMI-CLNet: Triple-Modal Interaction Network for Chronic Liver Disease Prognosis from Imaging, Clinical, and Radiomic Data Fusion.
ISBI
Linglong Wu, Xuhao Shan, Ruiquan Ge, Ruoyu Liang, Chi Zhang, Yonghong Li, Ahmed Elazab, Huoling Luo, Yunbi Liu, Changmiao Wang
2024 — conf
Artifact-aware Digital Subtraction Angiogram Image Generation for Head and Neck Vessels.
BIBM
Yunbi Liu, Dong Du, Shengxian Tu, Wei Yang, Shiteng Suo, Xiaoguang Han
2024 J jnl
Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence.
CoRR
Yuncheng Jiang, Chun-Mei Feng, Jinke Ren, Jun Wei, Zixun Zhang, Yiwen Hu, Yunbi Liu, Rui Sun, Xuemei Tang, Juan Du, Xiang Wan, Yong Xu, Bo Du, Xin Gao, Guangyu Wang, Shaohua Zhou, Shuguang Cui, Rick Siow Mong Goh, Yong Liu, Zhen Li
2023 J jnl
Bone suppression of lateral chest x-rays with imperfect and limited dual-energy subtraction images.
Comput. Medical Imaging Graph.
Yunbi Liu, Fengxia Zeng, Mengwei Ma, Bowen Zheng, Zhaoqiang Yun, Genggeng Qin, Wei Yang, Qianjin Feng
2023 — conf
Hybrid Multimodality Fusion with Cross-Domain Knowledge Transfer to Forecast Progression Trajectories in Cognitive Decline.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Minhui Yu, Yunbi Liu, Jinjian Wu, Andrea Bozoki, Shijun Qiu, Ling Yue, Mingxia Liu
2022 — conf
A Hybrid Propagation Network for Interactive Volumetric Image Segmentation.
MICCAI (4)
Luyue Shi, Xuanye Zhang, Yunbi Liu, Xiaoguang Han
2022 J jnl
Assessing clinical progression from subjective cognitive decline to mild cognitive impairment with incomplete multi-modal neuroimages.
Medical Image Anal.
Yunbi Liu, Ling Yue, Shifu Xiao, Wei Yang, Dinggang Shen, Mingxia Liu
2022 A* conf
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations.
CVPR
Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han, Shuguang Cui
2022 J jnl
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation.
CoRR
Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han, Shuguang Cui
2022 J jnl
Neural architecture search for real-time quality assessment of wearable multi-lead ECG on mobile devices.
Biomed. Signal Process. Control.
Huixin Tan, Jiewei Lai, Yunbi Liu, Yuzhang Song, Jinliang Wang, Mingyang Chen, Yong Yan, Liming Zhong, Qianjin Feng, Wei Yang
2021 — conf
Cost-Sensitive Meta-learning for Progress Prediction of Subjective Cognitive Decline with Brain Structural MRI.
MICCAI (5)
Hao Guan, Yunbi Liu, Shifu Xiao, Ling Yue, Mingxia Liu
2021 — conf
Improving Tuberculosis Recognition on Bone-Suppressed Chest X-Rays Guided by Task-Specific Features.
PRIME@MICCAI
Yunbi Liu, Genggeng Qin, Yun Liu, Mingxia Liu, Wei Yang
2021 J jnl
Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification.
Medical Image Anal.
Hao Guan, Yunbi Liu, Erkun Yang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu
2021 J jnl
View Identification Assisted Fully Convolutional Network for Lung Field Segmentation of Frontal and Lateral Chest Radiographs.
IEEE Access
Yuhua Xi, Liming Zhong, Weijie Xie, Genggeng Qin, Yunbi Liu, Qianjin Feng, Wei Yang
2020 — conf
Design of A Multistage Marx Generator topology based on SiC-MOSFET Device for Atomic Probe Tomography Applications.
SoSE
Kambiz Arab Tehrani, Yunbi Liu, Loïc Rousseau, Antoine Normand, François Vurpillot
2020 J jnl
Flexible Prediction of CT Images From MRI Data Through Improved Neighborhood Anchored Regression for PET Attenuation Correction.
IEEE J. Biomed. Health Informatics
Liming Zhong, Yanlin Chen, Xiao Zhang, Shupeng Liu, Yuankui Wu, Yunbi Liu, Liyan Lin, Qianjin Feng, Wufan Chen, Wei Yang
2020 — conf
Generating Dual-Energy Subtraction Soft-Tissue Images from Chest Radiographs via Bone Edge-Guided GAN.
MICCAI (2)
Yunbi Liu, Mingxia Liu, Yuhua Xi, Genggeng Qin, Dinggang Shen, Wei Yang
2020 — conf
Joint Neuroimage Synthesis and Representation Learning for Conversion Prediction of Subjective Cognitive Decline.
MICCAI (7)
Yunbi Liu, Yongsheng Pan, Wei Yang, Zhenyuan Ning, Ling Yue, Mingxia Liu, Dinggang Shen
2019 J jnl
Automatic delineation of ribs and clavicles in chest radiographs using fully convolutional DenseNets.
Comput. Methods Programs Biomed.
Yunbi Liu, Xiao Zhang, Guangwei Cai, Yingyin Chen, Zhaoqiang Yun, Qianjin Feng, Wei Yang
2019 J jnl
Bone Suppression of Chest Radiographs With Cascaded Convolutional Networks in Wavelet Domain.
IEEE Access
Yingyin Chen, Xiaofang Gou, Xiuxia Feng, Yunbi Liu, Genggeng Qin, Qianjin Feng, Wei Yang, Wufan Chen
2018 J jnl
Lung Field Segmentation in Chest Radiographs From Boundary Maps by a Structured Edge Detector.
IEEE J. Biomed. Health Informatics
Wei Yang, Yunbi Liu, Liyan Lin, Zhaoqiang Yun, Zhentai Lu, Qianjin Feng, Wufan Chen
2017 J jnl
Cascade of multi-scale convolutional neural networks for bone suppression of chest radiographs in gradient domain.
Medical Image Anal.
Wei Yang, Yingyin Chen, Yunbi Liu, Liming Zhong, Genggeng Qin, Zhentai Lu, Qianjin Feng, Wufan Chen