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梁

梁晓坤｜Xiaokun Liang

Chinese Academy of Sciences
H指数:24
被引数:2,229
浏览量:0

个人简介

深圳海外高层次人才。2018-2019年在斯坦福大学肿瘤放射物理系学习。研究方向为放疗四维锥束CT成像理论、实时多模影像引导放疗系统、四维医学成像、医学物理。获吴文俊人工智能科学技术奖，入选广东省科协青年科技人才培育计划。主持科技部国家重点研发计划课题、国家自然科学基金青年科学基金项目、中国科学院特别研究助理计划、广东省自然科学基金面上项目等。担任NATURE Communications、IEEE TMI、MedIA、IEEE JBHI等20余个国际知名SCI期刊审稿人。

教育背景

  • 2018.12 – 2019.12

    美国斯坦福大学 联培博士

  • 2017.09 – 2021.06

    中国科学院大学 博士

工作经历

暂无内容

荣誉奖项

  1. 深圳海外高层次人才
  2. 吴文俊人工智能科学技术奖：锥束CT智能精准引导放射治疗关键问题研究
  3. 广东省科协青年科技人才培育计划
Structurally Informed 3-D Gaussian Splatting for Limited-Angle CBCT

结构化信息驱动的3-D高斯斑块渲染用于限角CBCT

IEEE Transactions on Medical Imaging
IF9.8
2026-06-120
PRE
Haowei Zhou; Zhaohong Pan; Jingjing Dai; Xuan Liu; Weilin Gao; Yaoqin Xie; Xiaokun Liang
X2Shape: CT-free 3D multi-organ reconstruction with biplanar X-rays

X2Shape：基于双平面X射线的无CT三维多器官重建

Medical Image Analysis
IF11.8
2026-04-150
PRE
Zhaohong Pan; Haowei Zhou; Qi Ren; Xiaorong Hou; Jingjing Dai; Xuan Liu; Yongxin Che; Xueqiang Zhao; Yaoqin Xie; Zhicheng Li; Dong Liang; Xiaokun Liang
Projection-Driven Robust Motion Compensation for CBCT Using a Patient-Specific Model Learned from Prior Scans

基于先验扫描学习患者特定模型的投影驱动鲁棒运动补偿用于CBCT

COMPUTATIONAL MATHEMATICS MODELING IN CANCER ANALYSIS, CMMCA 2025
IF0
2026-01-010
PRE
Shao, Yilin; Dai, Jingjing; Deng, Lei; Xu, XinKai; Zhang, Jun; Xie, Yaoqin; Liang, Xiaokun
Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study

基于深度学习的窄带成像内窥镜分类在预测结直肠病变中的开发：一项回顾性研究

Nature Communications
IF15.7
2025-09-240
OAAI
Jie Wang; Mingqing Liu; Haiming Liao; Jiawei Fan; He Zhu; Tantan Ma; Dong Yang; Fengming Ni; Fan Zhang; Guohua Jin; Juan Yu; Jiahui He; Xiaokun Liang; Nan Zhang; Hong Xu; Zhicheng Zhang
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results

多评价者体积评估在多器官分割（CURVAS）挑战赛中的校准与不确定性结果

Computers in Biology and Medicine
IF6.3
2025-09-100
PRE
Meritxell Riera-Marín; Sikha O.K.; Júlia Rodríguez-Comas; Matthias Stefan May; Zhaohong Pan; Xiang Zhou; Xiaokun Liang; Franciskus Xaverius Erick; Andrea Prenner; Cédric Hémon; Valentin Boussot; Jean-Louis Dillenseger; Jean-Claude Nunes; Abdul Qayyum; Moona Mazher; Steven A. Niederer; Kaisar Kushibar; Carlos Martín-Isla; Petia Radeva; Karim Lekadir; Theodore Barfoot; Luis C. Garcia Peraza Herrera; Ben Glocker; Tom Vercauteren; Lucas Gago; Justin Englemann; Joy-Marie Kleiss; Anton Aubanell; Andreu Antolin; Javier García-López; Miguel A. González Ballester; Adrián Galdrán
Interactive Multiple Instance Learning Network for Whole Slide Image Analysis

交互式多重实例学习网络用于全切片图像分析

Expert Systems with Applications
IF7.5
2025-08-210
PRE
Qi Lai; Chi-Man Vong; Tao Yan; Xiaokun Liang
Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study

多模态深度学习模型用于接受根治性放疗的宫颈癌预后预测：一项多中心研究

npj Digital Medicine
IF15.1
2025-08-040
OAAI
Weiping Wang; Guang Yang; Yulin Liu; Lichun Wei; Xiaoying Xu; Chulong Zhang; Zhaohong Pan; Yongguang Liang; Bo Yang; Jie Qiu; Fuquan Zhang; Xiaorong Hou; Ke Hu; Xiaokun Liang
Better Cone-Beam CT Artifact Correction via Spatial and Channel Reconstruction Convolution Based on Unsupervised Adversarial Diffusion Models
BIOENGINEERING-BASEL
IF3.7
2025-01-300
OAAI
Dong, Guoya; He, Yutong; Liu, Xuan; Dai, Jingjing; Xie, Yaoqin; Liang, Xiaokun
Deep learning models for CT image classification: a comprehensive literature review

CT图像分类的深度学习模型：一项全面的文献综述

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY
IF2.3
2025-01-011
PRE
Ahmad, Isah Salim; Dai, Jingjing; Xie, Yaoqin; Liang, Xiaokun
Hybrid multiple instance learning network for weakly supervised medical image classification and localization

用于弱监督医学图像分类和定位的混合多示例学习网络

EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2025-01-010
PRE
Lai, Qi; Vong, Chi-Man; Yan, Tao; Wong, Pak-Kin; Liang, Xiaokun
Robust Real-Time Cancer Tracking via Dual-Panel X-Ray Images for Precision Radiotherapy

通过双面板x射线图像进行可靠的实时癌症跟踪，用于精确放射治疗

BIOENGINEERING-BASEL
IF3.7
2024-10-220
OAAI
Wang, Jing; Dai, Jingjing; Li, Na; Zhang, Chulong; Zhang, Jiankai; Silayi, Zuledesi; Wu, Haodi; Xie, Yaoqing; Liang, Xiaokun; Zhang, Huailing
Diffusion probabilistic priors for zero-shot low-dose CT image denoising

零激发低剂量CT图像去噪的扩散概率先验

MEDICAL PHYSICS
IF3.2
2024-10-162
OA
Liu, Xuan; Xie, Yaoqin; Liu, Chenbin; Cheng, Jun; Diao, Songhui; Tan, Shan; Liang, Xiaokun
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains

通过在双域中插入扩散先验来减少无监督的CT金属伪影

IEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
2024-10-016
OA
Liu, Xuan; Xie, Yaoqin; Diao, Songhui; Tan, Shan; Liang, Xiaokun
XTransCT: ultra-fast volumetric CT reconstruction using two orthogonal x-ray projections for image-guided radiation therapy via a transformer network
PHYSICS IN MEDICINE AND BIOLOGY
IF3.4
2024-04-039
OA
Zhang, Chulong; Liu, Lin; Dai, Jingjing; Liu, Xuan; He, Wenfeng; Chan, Yinping; Xie, Yaoqin; Chi, Feng; Liang, Xiaokun
QUIZ: An arbitrary volumetric point matching method for medical image registration
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
2024-03-011
OAAI
Liu, Lin; Fan, Xinxin; Liu, Haoyang; Zhang, Chulong; Kong, Weibin; Dai, Jingjing; Jiang, Yuming; Xie, Yaoqin; Liang, Xiaokun
A statistical deformation model-based data augmentation method for volumetric medical image segmentation

一种基于统计变形模型的体积医学图像数据增强分割方法

MEDICAL IMAGE ANALYSIS
IF11.8
2024-01-017
PRE
He, Wenfeng; Zhang, Chulong; Dai, Jingjing; Liu, Lin; Wang, Tangsheng; Liu, Xuan; Jiang, Yuming; Li, Na; Xiong, Jing; Wang, Lei; Xie, Yaoqin; Liang, Xiaokun
Volumetric tumor tracking from a single cone-beam X-ray projection image enabled by deep learning

通过深度学习实现的单锥束x射线投影图像的体积肿瘤跟踪

MEDICAL IMAGE ANALYSIS
IF11.8
2024-01-017
PRE
Dai, Jingjing; Dong, Guoya; Zhang, Chulong; He, Wenfeng; Liu, Lin; Wang, Tangsheng; Jiang, Yuming; Zhao, Wei; Zhao, Xiang; Xie, Yaoqin; Liang, Xiaokun
Volumetric feature points integration with bio-structure-informed guidance for deformable multi-modal CT image registration
PHYSICS IN MEDICINE AND BIOLOGY
IF3.4
2023-12-084
PRE
Zhang, Chulong; He, Wenfeng; Liu, Lin; Dai, Jingjing; Salim Ahmad, Isah; Xie, Yaoqin; Liang, Xiaokun
COVID-19 Detection via Ultra-Low-Dose X-ray Images Enabled by Deep Learning

通过深度学习支持的超低剂量x射线图像进行新型冠状病毒肺炎检测

BIOENGINEERING-BASEL
IF3.7
2023-11-144
OAAI
Ahmad, Isah Salim; Li, Na; Wang, Tangsheng; Liu, Xuan; Dai, Jingjing; Chan, Yinping; Liu, Haoyang; Zhu, Junming; Kong, Weibin; Lu, Zefeng; Xie, Yaoqin; Liang, Xiaokun
Ring artifacts correction for computed tomography image using unsupervised contrastive learning
PHYSICS IN MEDICINE AND BIOLOGY
IF3.4
2023-10-044
PRE
Wang, Tangsheng; Liu, Xuan; Zhang, Chulong; He, Yutong; Chan, Yinping; Xie, Yaoqin; Liang, Xiaokun

研究方向

放疗四维锥束CT成像理论实时多模影像引导放疗系统四维医学成像医学物理
Y
Yaoqin Xie
H 指数:34论文数:342被引数:4,591
J
Jingjing Dai
H 指数:21论文数:138被引数:1,146
C
Chulong Zhang
H 指数:7论文数:40被引数:178
张
张治成
H 指数:26论文数:268被引数:3,539
Y
Yuming Jiang
H 指数:32论文数:175被引数:3,803
T
Tangsheng Wang
H 指数:5论文数:29被引数:121
赵
赵维
H 指数:50论文数:461被引数:1.0万
T
Tianye Niu
H 指数:33论文数:211被引数:4,363
W
Wenfeng He
H 指数:10论文数:41被引数:304
N
Na Li
H 指数:28论文数:78被引数:2,755