Dr. Saman Nouranian Profile

Dr. Saman Nouranian

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Publications (5)

Proceedings Article | 24 February 2017 Presentation + Paper

Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks

Amir Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi

Proc. SPIE. 10133, Medical Imaging 2017: Image Processing

KEYWORDS: Convolutional neural networks, Data modeling, Heart, Image acquisition, Image quality, Transducers, Echocardiography, Statistical modeling, Performance modeling, Network architectures

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Proceedings Article | 18 March 2015 Paper

Data fusion for planning target volume and isodose prediction in prostate brachytherapy

Saman Nouranian, Mahdi Ramezani, S. Sara Mahdavi, Ingrid Spadinger, William Morris, Septimiu Salcudean, Purang Abolmaesumi

Proc. SPIE. 9415, Medical Imaging 2015: Image-Guided Procedures, Robotic Interventions, and Modeling

KEYWORDS: Gold, Independent component analysis, Cancer, Data modeling, Error analysis, Prostate, Reconstruction algorithms, Binary data, Process modeling, Data fusion

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Proceedings Article | 12 March 2014 Paper

Fast prostate segmentation for brachytherapy based on joint fusion of images and labels

Saman Nouranian, Mahdi Ramezani, S. Sara Mahdavi, Ingrid Spadinger, William Morris, Septimiu Salcudean, Purang Abolmaesumi

Proc. SPIE. 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling

KEYWORDS: Image fusion, Principal component analysis, Independent component analysis, Cancer, Ultrasonography, Image segmentation, Image processing, Distance measurement, Prostate, Binary data

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Proceedings Article | 12 March 2014 Paper

Motion and deformation compensation for freehand prostate biopsies

Siavash Khallaghi, Saman Nouranian, Samira Sojoudi, Hussam Ashab, Lindsay Machan, Silvia Chang, Peter Black, Martin Gleave, Larry Goldenberg, Purang Abolmaesumi

Proc. SPIE. 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling

KEYWORDS: 3D acquisition, Ultrasonography, Image registration, Biopsy, Data acquisition, Prostate, Rigid registration, Motion models, Target acquisition, 3D image processing

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Proceedings Article | 12 March 2013 Paper

Multi-atlas-based automatic 3D segmentation for prostate brachytherapy in transrectal ultrasound images

Saman Nouranian, S. Sara Mahdavi, Ingrid Spadinger, William Morris, S. Salcudean, P. Abolmaesumi

Proc. SPIE. 8671, Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling

KEYWORDS: Gold, Image processing algorithms and systems, Detection and tracking algorithms, Ultrasonography, Image segmentation, Image registration, Prostate, Prostate cancer, Expectation maximization algorithms, 3D image processing

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