Liyue Shen - Publications, H-index & Citations

Liyue Shen

university of michigan system

16H指数

71论文数

6.4K被引数

收录论文 20

发表时间

Single-Spoke Motion-Compensated Dynamic 3D MRI Reconstruction via Neural Representation 基于神经表示的单辐式运动补偿动态3D MRI重建

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XVI

IF0

2026-01-01

PREAI

Chen, Lixuan; Halter, James M.; Shen, Liyue; Park, Jeong Joon

ST-NeRP: Spatial–temporal neural representation learning with prior embedding for patient-specific imaging study ST-NeRP：基于先验嵌入的患者特异性影像研究时空神经表示学习

Computers in Biology and Medicine

IF6.3

2025-11-05

PREAI

Liang Qiu; Liyue Shen; Lianli Liu; Junyan Liu; Yizheng Chen; Lei Xing

Test-Time Adaptation Improves Inverse Problem Solving With Patch-Based Diffusion Models 测试时自适应通过基于补丁的扩散模型改进逆问题求解

ieee transactions on computational social systems

IF4.8

2025-01-01

PREAI

Jason Hu; Bowen Song; Jeffrey A. Fessler; Liyue Shen

NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction NeRP: 具有先验嵌入的隐式神经表示学习，用于稀疏采样图像重建

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

OAAI

Shen, Liyue; Pauly, John; Xing, Lei

Volumetric MRI with sparse sampling for MR-guided 3D motion tracking via sparse prior-augmented implicit neural representation learning

MEDICAL PHYSICS

IF3.2

2023-11-28

PREAI

Liu, Lianli; Shen, Liyue; Johansson, Adam; Balter, James M.; Cao, Yue; Vitzthum, Lucas; Xing, Lei

Super-resolution biomedical imaging via reference-free statistical implicit neural representation

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2023-10-16

OAAI

Ye, Siqi; Shen, Liyue; Islam, Md Tauhidul; Xing, Lei

Patient-Specific Auto-segmentation on Daily kVCT Images for Adaptive Radiation Therapy

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2023-10-01

OAAI

Chen, Yizheng; Gensheimer, Michael F.; Bagshaw, Hilary P.; Butler, Santino; Yu, Lequan; Zhou, Yuyin; Shen, Liyue; Kovalchuk, Nataliya; Surucu, Murat; Chang, Daniel T.; Xing, Lei; Han, Bin

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging 标签高效的自监督联邦学习，用于解决医学成像中的数据异质性

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-07-01

OAAI

Yan, Rui; Qu, Liangqiong; Wei, Qingyue; Huang, Shih-Cheng; Shen, Liyue; Rubin, Daniel L.; Xing, Lei; Zhou, Yuyin

Modeling linear accelerator (Linac) beam data by implicit neural representation learning for commissioning and quality assurance applications

MEDICAL PHYSICS

IF3.2

2023-01-14

OAAI

Liu, Lianli; Shen, Liyue; Yang, Yong; Schueler, Emil; Zhao, Wei; Wetzstein, Gordon; Xing, Lei

Leveraging data-driven self-consistency for high-fidelity gene expression recovery 利用数据驱动的自一致性实现高保真基因表达恢复

NATURE COMMUNICATIONS

IF15.7

2022-11-21

OAAI

Islam, Md Tauhidul; Wang, Jen-Yeu; Ren, Hongyi; Li, Xiaomeng; Khuzani, Masoud Badiei; Sang, Shengtian; Yu, Lequan; Shen, Liyue; Zhao, Wei; Xing, Lei

A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction 用于超稀疏3D断层图像重建的几何信息深度学习框架

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-09-01

OAAI

Shen, Liyue; Zhao, Wei; Capaldi, Dante; Pauly, John; Xing, Lei

Real time volumetric MRI for 3D motion tracking via geometry-informed deep learning 实时体积MRI，通过几何知识深度学习进行3D运动跟踪

MEDICAL PHYSICS

IF3.2

2022-07-06

OAAI

Liu, Lianli; Shen, Liyue; Johansson, Adam; Balter, James M.; Cao, Yue; Chang, Daniel; Xing, Lei

Implicit neural representation for radiation therapy dose distribution

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2022-06-13

PREAI

Vasudevan, Varun; Shen, Liyue; Huang, Charles; Chuang, Cynthia; Islam, Md Tauhidul; Ren, Hongyi; Yang, Yong; Dong, Peng; Xing, Lei

Novel-view X-ray projection synthesis through geometry-integrated deep learning

MEDICAL IMAGE ANALYSIS

IF11.8

2022-04-01

OAAI

Shen, Liyue; Yu, Lequan; Zhao, Wei; Pauly, John; Xing, Lei

Attention-guided deep learning for gestational age prediction using fetal brain MRI

SCIENTIFIC REPORTS

IF3.9

2022-01-26

OAAI

Shen, Liyue; Zheng, Jimmy; Lee, Edward H.; Shpanskaya, Katie; McKenna, Emily S.; Atluri, Mahesh G.; Plasto, Dinko; Mitchell, Courtney; Lai, Lillian M.; Guimaraes, Carolina, V; Dahmoush, Hisham; Chueh, Jane; Halabi, Safwan S.; Pauly, John M.; Xing, Lei; Lu, Quin; Oztekin, Ozgur; Kline-Fath, Beth M.; Yeom, Kristen W.

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-12-01

OAAI

Seo, Hyunseok; Yu, Lequan; Ren, Hongyi; Li, Xiaomeng; Shen, Liyue; Xing, Lei

Multi-Domain Image Completion for Random Missing Input Data

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-04-01

OAAI

Shen, Liyue; Zhu, Wentao; Wang, Xiaosong; Xing, Lei; Pauly, John M.; Turkbey, Baris; Harmon, Stephanie Anne; Sanford, Thomas Hogue; Mehralivand, Sherif; Choyke, Peter L.; Wood, Bradford J.; Xu, Daguang

Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning 通过深度学习从单个投影视图对体积计算机断层扫描图像进行患者特定的重建

NATURE BIOMEDICAL ENGINEERING

IF26.6

2019-10-28

196

OAAI

Shen, Liyue; Zhao, Wei; Xing, Lei

Markerless Pancreatic Tumor Target Localization Enabled By Deep Learning

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2019-10-01

OAAI