Dr. Joseph E. Burns Profile

Dr. Joseph E. Burns

at UC Irvine School of Medicine

SPIE Involvement:

Author

Publications (9)

SPIE Journal Paper | 5 June 2017

Mixed spine metastasis detection through positron emission tomography/computed tomography synthesis and multiclassifier

Jianhua Yao, Joseph Burns, Vic Sanoria, Ronald Summers

JMI, Vol. 4, Issue 02, 024504, (June 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.2.024504

KEYWORDS: Spine, Tomography, Bone, Cancer, Oncology, Computed tomography, Positron emission tomography, Detection and tracking algorithms, Computer aided diagnosis and therapy

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Proceedings Article | 24 March 2016 Paper

Deep convolutional networks for automated detection of posterior-element fractures on spine CT

Holger Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph Burns, Ronald Summers

Proceedings Volume 9785, 97850P (2016) https://doi.org/10.1117/12.2217146

KEYWORDS: Spine, Computer-aided diagnosis, Computed tomography, Injuries, Computer aided diagnosis and therapy, Computer aided design, Image segmentation, Probability theory, Image fusion, Machine vision, Computer vision technology, Medical imaging

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Proceedings Article | 24 March 2016 Paper

Improving vertebra segmentation through joint vertebra-rib atlases

Yinong Wang, Jianhua Yao, Holger Roth, Joseph Burns, Ronald Summers

Proceedings Volume 9785, 97853O (2016) https://doi.org/10.1117/12.2217118

KEYWORDS: Image segmentation, Spine, Image registration, Bone, Computer aided diagnosis and therapy, Pathology, Medical imaging

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Proceedings Article | 20 March 2015 Paper

Dynamic cortex stripping for vertebra evaluation

James Stieger, Joseph Burns, Jianhua Yao, Ronald Summers

Proceedings Volume 9414, 94143D (2015) https://doi.org/10.1117/12.2082434

KEYWORDS: Bone, Spine, Computed tomography, Reconstruction algorithms, Visualization, Cancer, Image segmentation, Detection and tracking algorithms, Data modeling, Error analysis

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Proceedings Article | 18 March 2014 Paper

Vertebral degenerative disc disease severity evaluation using random forest classification

Hector Munoz, Jianhua Yao, Joseph Burns, Yasuyuki Pham, James Stieger, Ronald Summers

Proceedings Volume 9035, 90353A (2014) https://doi.org/10.1117/12.2042793

KEYWORDS: Spine, CAD systems, Image segmentation, Computed tomography, Computer aided diagnosis and therapy, Statistical analysis, Solid modeling, Bone, Computer aided design, Visualization

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Proceedings Article | 29 March 2013 Paper

Detection of vertebral degenerative disc disease based on cortical shell unwrapping

Hector Muñoz, Jianhua Yao, Joseph Burns, Ronald Summers

Proceedings Volume 8670, 86700C (2013) https://doi.org/10.1117/12.2008063

KEYWORDS: Spine, Image segmentation, CAD systems, Computer aided diagnosis and therapy, Bone, Computed tomography, Detection and tracking algorithms, Tissues, Radiology

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Proceedings Article | 23 February 2012 Paper

Quantitative vertebral compression fracture evaluation using a height compass

Jianhua Yao, Joseph Burns, Tatjana Wiese, Ronald Summers

Proceedings Volume 8315, 83151X (2012) https://doi.org/10.1117/12.911703

KEYWORDS: Spine, Injuries, Image segmentation, Computed tomography, Magnetic resonance imaging, Computer aided diagnosis and therapy, 3D acquisition, Image compression, Statistical analysis, Radiology

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Proceedings Article | 23 February 2012 Paper

Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut

Tatjana Wiese, Jianhua Yao, Joseph Burns, Ronald Summers

Proceedings Volume 8315, 831512 (2012) https://doi.org/10.1117/12.911700

KEYWORDS: Bone, Spine, Image segmentation, Detection and tracking algorithms, CAD systems, Image processing algorithms and systems, Computed tomography, Breast cancer, Tumors, Prostate cancer

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Proceedings Article | 23 February 2012 Paper

Computer vision approach to detect colonic polyps in computed tomographic colonography

Matthew McKenna, Shijun Wang, Tan Nguyen, Joseph Burns, Nicholas Petrick, Berkman Sahiner, Ronald Summers

Proceedings Volume 8315, 83151S (2012) https://doi.org/10.1117/12.911657

KEYWORDS: Video, Computer aided diagnosis and therapy, Tomography, Machine vision, Computer vision technology, Algorithm development, Image classification, Diagnostics, Computed tomography, Cameras

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Showing 5 of 9 publications

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