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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
Proceedings Volume 10133, 101330S (2017) https://doi.org/10.1117/12.2254585
KEYWORDS: Convolutional neural networks, Echocardiography, Image quality, Transducers, Image acquisition, Data modeling, Heart, Network architectures, Statistical modeling, Performance modeling
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
Proceedings Volume 9415, 94151I (2015) https://doi.org/10.1117/12.2081055
KEYWORDS: Prostate, Data modeling, Independent component analysis, Process modeling, Binary data, Error analysis, Data fusion, Gold, Cancer, Reconstruction algorithms
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
Proceedings Volume 9036, 903620 (2014) https://doi.org/10.1117/12.2043135
KEYWORDS: Prostate, Biopsy, Image registration, Rigid registration, 3D acquisition, 3D image processing, Ultrasonography, Target acquisition, Data acquisition, Motion models
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
Proceedings Volume 9036, 90361A (2014) https://doi.org/10.1117/12.2042692
KEYWORDS: Image segmentation, Prostate, Ultrasonography, Independent component analysis, Image fusion, Distance measurement, Cancer, Binary data, Image processing, Principal component analysis
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
Proceedings Volume 8671, 86710O (2013) https://doi.org/10.1117/12.2007974
KEYWORDS: Image segmentation, Prostate, Detection and tracking algorithms, Image registration, Image processing algorithms and systems, Expectation maximization algorithms, Ultrasonography, 3D image processing, Gold, Prostate cancer
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