Ms. Shuang Liu Profile

Shuang Liu

Student at Cornell University

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Author

Publications (11)

Proceedings Article | 27 February 2018 Presentation + Paper

Fully automated gynecomastia quantification from low-dose chest CT

Shuang Liu, Emily Sonnenblick, Lea Azour, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 10575, 1057524 (2018) https://doi.org/10.1117/12.2293852

KEYWORDS: Breast, Image segmentation, Computed tomography, Skin, Chest, Lung cancer, Lung, Algorithm development

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Proceedings Article | 27 February 2018 Presentation + Paper

Fully automated bone mineral density assessment from low-dose chest CT

Shuang Liu, Jessica Gonzalez, Javier Zulueta, Juan de-Torres, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 10575, 105750M (2018) https://doi.org/10.1117/12.2293838

KEYWORDS: Bone, Dual energy x-ray absorptiometry, Image segmentation, Lung cancer, Minerals, Chest, Computed tomography, 3D metrology

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SPIE Journal Paper | 14 November 2017

Pulmonary nodule classification in lung cancer screening with three-dimensional convolutional neural networks

Shuang Liu, Yiting Xie, Artit Jirapatnakul, Anthony Reeves

JMI, Vol. 4, Issue 04, 041308, (November 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.041308

KEYWORDS: 3D modeling, Performance modeling, Lung cancer, 3D image processing, Computed tomography, Statistical modeling, 3D displays, Data modeling, Machine learning, Convolutional neural networks

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SPIE Journal Paper | 7 June 2017 Open Access

Large-scale image region documentation for fully automated image biomarker algorithm development and evaluation

Anthony Reeves, Yiting Xie, Shuang Liu

JMI, Vol. 4, Issue 02, 024505, (June 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.2.024505

KEYWORDS: Image segmentation, Algorithm development, Image processing algorithms and systems, Image analysis, Chest, Computed tomography, Machine learning, Lung cancer, Lung

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Proceedings Article | 3 March 2017 Paper

Individual bone structure segmentation and labeling from low-dose chest CT

Shuang Liu, Yiting Xie, Anthony Reeves

Proceedings Volume 10134, 1013444 (2017) https://doi.org/10.1117/12.2254162

KEYWORDS: Image segmentation, Bone, Chest, Image analysis, Lung, X-ray computed tomography, Image registration, Computed tomography, Visualization, Lung cancer

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Proceedings Article | 3 March 2017 Presentation + Paper

Fully automated breast density assessment from low-dose chest CT

Shuang Liu, Laurie Margolies, Yiting Xie, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 10134, 101340R (2017) https://doi.org/10.1117/12.2254151

KEYWORDS: Computed tomography, Optical inspection, Breast, Image segmentation, Chest, Tissues, Breast cancer, Cancer, Mammography, Magnetic resonance imaging

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Proceedings Article | 3 March 2017 Presentation + Paper

Identification of early-stage usual interstitial pneumonia from low-dose chest CT scans using fractional high-density lung distribution

Yiting Xie, Mary Salvatore, Shuang Liu, Artit Jirapatnakul, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 10134, 1013408 (2017) https://doi.org/10.1117/12.2254126

KEYWORDS: Lung, Computed tomography, Algorithm development, Chest, 3D vision, Tissues, Image segmentation, Wavelets

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Proceedings Article | 3 March 2017 Presentation + Paper

Coronary artery calcification identification and labeling in low-dose chest CT images

Yiting Xie, Shuang Liu, Albert Miller, Jeffrey Miller, Steven Markowitz, Ali Akhund, Anthony Reeves

Proceedings Volume 10134, 101340L (2017) https://doi.org/10.1117/12.2254125

KEYWORDS: Image filtering, Lung, Computed tomography, Chest, Algorithm development, Heart, Image segmentation, Calcium

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Proceedings Article | 24 March 2016 Paper

Image segmentation evaluation for very-large datasets

Anthony Reeves, Shuang Liu, Yiting Xie

Proceedings Volume 9785, 97853J (2016) https://doi.org/10.1117/12.2217331

KEYWORDS: Image segmentation, Image processing algorithms and systems, Databases, Machine learning, Image analysis, Computed tomography, Visualization, Lung, Detection and tracking algorithms, Skin, Image quality

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Proceedings Article | 20 March 2015 Paper

Segmentation of the sternum from low-dose chest CT images

Shuang Liu, Yiting Xie, Anthony Reeves

Proceedings Volume 9414, 941403 (2015) https://doi.org/10.1117/12.2082436

KEYWORDS: Image segmentation, Cartilage, Computed tomography, Chest, Visualization, Image processing algorithms and systems, Optical inspection, Scanners, Medical imaging, Algorithm development

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Proceedings Article | 20 March 2015 Paper

Segmentation of the whole breast from low-dose chest CT images

Shuang Liu, Mary Salvatore, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 9414, 94140I (2015) https://doi.org/10.1117/12.2082410

KEYWORDS: Breast, Image segmentation, Tissues, Magnesium, Mammary gland, Computed tomography, Breast cancer, Skin, Chest, Lung

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Showing 5 of 11 publications

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