Dr. Xiaofeng Liu Profile

Dr. Xiaofeng Liu

Assistant Professor at Yale Univ.

SPIE Involvement:

Author

Area of Expertise:

Medical Image Analysis , Health Informatics , Computer Vision , Trustworthy AI , Data Science , Image Processing

Websites:

Personal Website | Company Website

Xiaofeng is an Assistant Professor of Radiology and Biomedical Imaging and of Biomedical Informatics and Data Science at Yale University.

Proceedings Article | 1 May 2024 Poster + Paper

Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI

Xiaofeng Liu, Fangxu Xing, Jiachen Zhuo, Maureen Stone, Jerry Prince, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12926, 129262W (2024) https://doi.org/10.1117/12.3006874

KEYWORDS: Education and training, 3D modeling, Magnetic resonance imaging, Acoustics, Tongue, Motion detection, Data modeling, Motion models, Performance modeling, Diseases and disorders

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Proceedings Article | 3 April 2024 Poster + Paper

Treatment-wise glioblastoma survival Inference with multi-parametric preoperative MRI

Xiaofeng Liu, Nadya Shusharina, Helen Shih, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12927, 129272H (2024) https://doi.org/10.1117/12.3006897

KEYWORDS: Data modeling, Magnetic resonance imaging, Education and training, Resection, Visual process modeling, Tumors, Modeling, 3D mask effects, Medical imaging, Machine learning

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Proceedings Article | 3 April 2023 Presentation + Paper

Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Xiaofeng Liu, Fangxu Xing, Jerry Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12464, 1246410 (2023) https://doi.org/10.1117/12.2653345

KEYWORDS: Transformers, Modeling, Magnetic resonance imaging, 3D modeling, Tongue, Education and training, Windows, Gallium nitride, Deformation, Feature extraction

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Proceedings Article | 4 April 2022 Presentation + Paper

Variational inference for quantifying inter-observer variability in segmentation of anatomical structures

Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12032, 120321M (2022) https://doi.org/10.1117/12.2604547

KEYWORDS: Image segmentation, Magnetic resonance imaging, Medical imaging, Brain, Databases, Computer programming, Brain mapping, Neural networks, Data modeling, Tumors

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Proceedings Article | 4 April 2022 Presentation + Paper

Structure-aware unsupervised tagged-to-cine MRI synthesis with self disentanglement

Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12032, 120321Q (2022) https://doi.org/10.1117/12.2610655

KEYWORDS: Magnetic resonance imaging, Image segmentation, Gallium nitride, Tissues, Medical imaging, Tongue, Motion analysis, Feature extraction, Computer programming, Binary data

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Proceedings Article | 4 April 2022 Presentation + Paper

Unsupervised domain adaptation for segmentation with black-box source model

Xiaofeng Liu, Chaehwa Yoo, Fangxu Xing, C.-C. Jay Kuo, Georges El Fakhri, Je-Won Kang, Jonghye Woo

Proceedings Volume 12032, 1203210 (2022) https://doi.org/10.1117/12.2607895

KEYWORDS: Data modeling, Tumors, Performance modeling, Image segmentation, Magnetic resonance imaging, Databases, Statistical modeling, Resonance enhancement, Classification systems, Neuroimaging

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Proceedings Article | 4 April 2022 Presentation + Paper

Measuring strain in diffusion-weighted data using tagged magnetic resonance imaging

Fangxu Xing, Xiaofeng Liu, Timothy Reese, Maureen Stone, Van Wedeen, Jerry Prince, Georges El Fakhri, Jonghye Woo

Proceedings Volume 12032, 1203205 (2022) https://doi.org/10.1117/12.2610989

KEYWORDS: Tongue, Magnetic resonance imaging, Diffusion, Image segmentation, Tissues, Data acquisition, Motion estimation, Motion analysis, Image registration, Neural networks

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Proceedings Article | 15 February 2021 Presentation + Paper

Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging

Fangxu Xing, Maureen Stone, Jerry Prince, Xiaofeng Liu, Georges El Fakhri, Jonghye Woo

Proceedings Volume 11596, 115961P (2021) https://doi.org/10.1117/12.2581484

KEYWORDS: Tongue, Magnetic resonance imaging, Statistical analysis, Mechanics, Cancer

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