Dr. Yiting Xie Profile

Dr. Yiting Xie

Data Scientist

SPIE Involvement:

Author

Publications (16)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Multi-institutional evaluation of a deep learning model for fully automated detection of aortic aneurysms in contrast and non-contrast CT

Yiting Xie, Benedikt Graf, Parisa Farzam, Brian Baker, Christine Lamoureux, Arkadiusz Sitek

Proceedings Volume 12033, 1203332 (2022) https://doi.org/10.1117/12.2607877

KEYWORDS: Aorta, Aneurysms, Computed tomography, Image segmentation, Algorithm development, Radiology, 3D modeling, Chest, 3D image processing, Convolutional neural networks

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Proceedings Article | 4 April 2022 Presentation + Paper

A novel CNN+LSTM approach to classify frontal chest x-rays for spine fractures

Larissa Schudlo, Yiting Xie, Kirstin Small, Ben Graf

Proceedings Volume 12033, 120331B (2022) https://doi.org/10.1117/12.2607416

KEYWORDS: Spine, Chest imaging, X-rays, X-ray imaging, Injuries, 3D image processing, Image classification, Feature extraction

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Proceedings Article | 15 February 2021 Presentation + Paper

Automatic localization of lung opacity in chest CT images: a real-world study

Yiting Xie, Deepta Rajan, Larissa Schudlo, Yusuke Takeuchi, Benedikt Graf, Adam Coy, Mohammadreza Negahdar, Vandana Mukherjee, David Beymer, Arun Krishnan

Proceedings Volume 11597, 1159707 (2021) https://doi.org/10.1117/12.2582197

KEYWORDS: Chest, Image segmentation, Data modeling, Algorithm development, Lung cancer, Opacity, Lung, Computed tomography

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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

Automated measurement of pulmonary artery in low-dose non-contrast chest CT images

Yiting Xie, Mingzhu Liang, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 9414, 94141G (2015) https://doi.org/10.1117/12.2081992

KEYWORDS: Arteries, Image segmentation, Computed tomography, Chest, Heart, Tissues, Optical inspection, Lung, Visualization, Detection and tracking algorithms

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Proceedings Article | 20 March 2015 Paper

Automated segmentation of cardiac visceral fat in low-dose non-contrast chest CT images

Yiting Xie, Mingzhu Liang, David Yankelevitz, Claudia Henschke, Anthony Reeves

Proceedings Volume 9414, 94140G (2015) https://doi.org/10.1117/12.2081959

KEYWORDS: Image segmentation, Heart, Lung, Computed tomography, Chest, Tissues, Arteries, Optical inspection, Image processing algorithms and systems, Visualization

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Proceedings Article | 21 March 2014 Paper

Single 3D cell segmentation from optical CT microscope images

Yiting Xie, Anthony Reeves

Proceedings Volume 9034, 90343B (2014) https://doi.org/10.1117/12.2043852

KEYWORDS: Image segmentation, 3D image processing, Image processing algorithms and systems, Computed tomography, Cancer, Microscopes, Atrial fibrillation, 3D visualizations, Singular optics, X-ray computed tomography

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Proceedings Article | 20 March 2014 Paper

Automated coronary artery calcification detection on low-dose chest CT images

Yiting Xie, Matthew Cham, Claudia Henschke, David Yankelevitz, Anthony Reeves

Proceedings Volume 9035, 90350F (2014) https://doi.org/10.1117/12.2043840

KEYWORDS: Heart, Image segmentation, Arteries, Computed tomography, Chest, Image filtering, Tissues, Bone, Lung, Detection and tracking algorithms

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Proceedings Article | 20 March 2014 Paper

Automated aortic calcification detection in low-dose chest CT images

Yiting Xie, Yu Maw Htwe, Jennifer Padgett, Claudia Henschke, David Yankelevitz, Anthony Reeves

Proceedings Volume 9035, 90350P (2014) https://doi.org/10.1117/12.2043810

KEYWORDS: Image segmentation, Image filtering, Computed tomography, Chest, Algorithm development, Lung, Natural surfaces, Calcium, 3D visualizations, Bone

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Showing 5 of 16 publications

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