Dr. Lipeng Xie Profile

Dr. Lipeng Xie

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Publications (6)

Proceedings Article | 2 April 2024 Presentation + Paper

A normative database of free-breathing thoracic 4D dynamic MRI images and associated regional respiratory parameters of healthy children

Yubing Tong, Jayaram Udupa, Joseph McDonough, Caiyun Wu, Yusuf Akhtar, Lipeng Xie, Mostafa Alnoury, Mahdie Hosseini, Leihui Tong, Samantha Gogel, David Biko, Oscar Mayer, Jason Anari, Drew Torigian, Patrick Cahill

Proceedings Volume 12931, 1293111 (2024) https://doi.org/10.1117/12.3006807

KEYWORDS: Image segmentation, Databases, Lung, Magnetic resonance imaging, Kidney, Analytical research, 3D metrology, Liver, Artificial intelligence, Tissues

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Proceedings Article | 29 March 2024 Presentation + Paper

Analysis of the dynamic architecture of the thorax and abdomen in pediatric patients with thoracic insufficiency syndrome (TIS) via dynamic MRI

Yubing Tong, Jayaram Udupa, Joseph McDonough, Caiyun Wu, Lipeng Xie, Mostafa Alnoury, Mahdie Hosseini, Shiva Shaghaghi, Leihui Tong, Samantha Gogel, David Biko, Oscar Mayer, Jason Anari, Drew Torigian, Patrick Cahill

Proceedings Volume 12928, 129281C (2024) https://doi.org/10.1117/12.3006301

KEYWORDS: Surgery, Lung, Magnetic resonance imaging, Titanium, Kidney, Liver, Abdomen, Image segmentation, 3D image processing, Deep learning

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Proceedings Article | 4 April 2022 Poster + Paper

Automatic lung segmentation in dynamic thoracic MRI using two-stage deep convolutional neural networks

Lipeng Xie, Jayaram Udupa, Yubing Tong, Joseph McDonough, Caiyun Wu, Carina Lott, Jason Anari, Patrick Cahill, Drew Torigian

Proceedings Volume 12032, 120323O (2022) https://doi.org/10.1117/12.2612558

KEYWORDS: Lung, Image segmentation, Magnetic resonance imaging, Tissues, Corner detection, Convolutional neural networks, Image processing, 3D modeling, Quantitative analysis, Performance modeling

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Proceedings Article | 4 April 2022 Poster + Paper

Upper airway motion analysis in obstructive sleep apnea syndrome (OSAS) via dynamic MRI

You Hao, Jayaram Udupa, Yubing Tong, Drew Torigian, Zihan Huang, Rachel Kogan, Lipeng Xie, David Wootton, Kokren Choy, Sanghun Sin, Mark Wagshul, Raanan Arens

Proceedings Volume 12036, 120361R (2022) https://doi.org/10.1117/12.2613920

KEYWORDS: Magnetic resonance imaging, Motion analysis, Control systems, Polysomnography, Pathophysiology, Image segmentation, Distance measurement, 3D metrology

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Proceedings Article | 4 April 2022 Paper

QdMRI: a system for a comprehensive analysis of thoracic dynamics via dynamic MRI

Yubing Tong, Jayaram Udupa, You Hao, Lipeng Xie, Joseph McDonough, Caiyun Wu, Carina Lott, Abigail Clark, Jason Anari, Drew Torigian, Patrick Cahill

Proceedings Volume 12034, 120341G (2022) https://doi.org/10.1117/12.2612117

KEYWORDS: Image segmentation, Lung, Magnetic resonance imaging, Titanium, Chest, Visualization, Surgery, Image acquisition, Visual analytics, Statistical analysis

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Proceedings Article | 15 February 2021 Presentation + Paper

Automatic upper airway segmentation in static and dynamic MRI via deep convolutional neural networks

Lipeng Xie, Jayaram Udupa, Yubing Tong, Drew Torigian, Zihan Huang, Rachel Kogan, Jennifer Ben Nathan, David Wootton, Kokren Choy, Sanghun Sin, Mark Wagshul, Raanan Arens

Proceedings Volume 11600, 116000J (2021) https://doi.org/10.1117/12.2581974

KEYWORDS: Magnetic resonance imaging, Convolutional neural networks, Image segmentation, 3D magnetic resonance imaging, Visualization, Tissues, Quantitative analysis, 3D modeling

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Showing 5 of 6 publications

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