Dr. Yuan Xue Profile

Dr. Yuan Xue

at Johns Hopkins Univ

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 2 April 2024 Poster + Paper

Deep-learning-based segmentation of hydrocephalus brain ventricle from ultrasound

Yuli Wang, Yihao Liu, Shuwen Wei, Yuan Xue, Lianrui Zuo, Samuel Remedios, Zhangxing Bian, Michael Meggyesy, Jheesoo Ahn, Ryan Lee, Mark Luciano, Jerry Prince, Aaron Carass

Proceedings Volume 12926, 1292639 (2024) https://doi.org/10.1117/12.3007668

KEYWORDS: Ultrasonography, Image segmentation, Brain, Neuroimaging, Deep learning, Video, Magnetic resonance imaging, Education and training, Computed tomography, Convolution

Read Abstract +

Proceedings Article | 3 April 2023 Poster + Paper

Unsupervised quality assurance for brain MR image rigid registration using latent shape representation

Yuan Xue, Lianrui Zuo, Samuel Remedios, Blake Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott Newsome, Ellen Mowry, Aaron Carass, Jerry Prince

Proceedings Volume 12464, 124641G (2023) https://doi.org/10.1117/12.2647484

KEYWORDS: Image registration, Magnetic resonance imaging, 3D modeling, Brain, Education and training, Binary data, Rigid registration, Neuroimaging, Image quality, Multiple sclerosis

Read Abstract +

Proceedings Article | 3 April 2023 Poster + Paper

Segmenting thalamic nuclei from manifold projections of multi-contrast MRI

Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao Gullapalli, Aaron Carass, Jerry Prince

Proceedings Volume 12464, 1246434 (2023) https://doi.org/10.1117/12.2654405

KEYWORDS: Thalamus, Magnetic resonance imaging, Diffusion tensor imaging

Read Abstract +

Proceedings Article | 3 April 2023 Poster + Paper

Investigation of probability maps in deep-learning-based brain ventricle parcellation

Yuli Wang, Anqi Feng, Yuan Xue, Muhan Shao, Ari Blitz, Mark Luciano, Aaron Carass, Jerry Prince

Proceedings Volume 12464, 124642G (2023) https://doi.org/10.1117/12.2653999

KEYWORDS: Image segmentation, Magnetic resonance imaging, Brain mapping, Brain, Binary data, Voxels, Medicine, Image processing algorithms and systems

Read Abstract +

Proceedings Article | 3 April 2023 Presentation + Paper

A latent space for unsupervised MR image quality control via artifact assessment

Lianrui Zuo, Yuan Xue, Blake Dewey, Yihao Liu, Jerry Prince, Aaron Carass

Proceedings Volume 12464, 1246418 (2023) https://doi.org/10.1117/12.2652917

KEYWORDS: Image quality, Magnetic resonance imaging, Education and training, Image processing, Feature extraction

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years