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Grace Huang
at Univ of Pennsylvania
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Publications (3)
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
Proceedings Article | 4 April 2022 Poster + Paper
Bone and bone marrow segmentation from hip 3T magnetic resonance imaging by using local salient anatomy structure to guide deep learning-based object localization and delineation
Proceedings Volume 12034, 120341Z (2022) https://doi.org/10.1117/12.2612913
KEYWORDS: Bone, Magnetic resonance imaging, Image segmentation, Frequency modulation, Fermium, Head, Convolutional neural networks, Radiology, Scanners, Image quality standards
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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