Dr. Sergei Fotin Profile

Dr. Sergei Fotin

Research Scientist at iCAD Inc

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Author

Publications (11)

Proceedings Article | 24 March 2016 Paper

Workflow improvements for digital breast tomosynthesis: computerized generation of enhanced synthetic images

Sergei Fotin, Yin Yin, Hrishikesh Haldankar, Jeffrey Hoffmeister, Senthil Periaswamy

Proceedings Volume 9785, 97850K (2016) https://doi.org/10.1117/12.2217182

KEYWORDS: Digital breast tomosynthesis, Computer aided diagnosis and therapy, Reconstruction algorithms, 3D image processing, Computer-aided diagnosis, Detection and tracking algorithms, 3D image reconstruction, 3D image enhancement, Breast, Digital mammography, Deep learning, Convolutional neural networks, Mammography, 3D displays, Image enhancement

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Proceedings Article | 24 March 2016 Paper

Detection of soft tissue densities from digital breast tomosynthesis: comparison of conventional and deep learning approaches

Sergei Fotin, Yin Yin, Hrishikesh Haldankar, Jeffrey Hoffmeister, Senthil Periaswamy

Proceedings Volume 9785, 97850X (2016) https://doi.org/10.1117/12.2217045

KEYWORDS: Digital breast tomosynthesis, Reconstruction algorithms, Computer aided diagnosis and therapy, Tissues, Computer-aided diagnosis, Neural networks, Mammography, Digital mammography, Detection and tracking algorithms, Evolutionary algorithms, Deep learning, Convolutional neural networks, Breast, Image segmentation, Medical imaging

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Proceedings Article | 14 February 2012 Paper

Fully automated 3D prostate central gland segmentation in MR images: a LOGISMOS based approach

Yin Yin, Sergei Fotin, Senthil Periaswamy, Justin Kunz, Hrishikesh Haldankar, Naira Muradyan, Baris Turkbey, Peter Choyke

Proceedings Volume 8314, 83143B (2012) https://doi.org/10.1117/12.911778

KEYWORDS: Prostate, Image segmentation, Magnetic resonance imaging, 3D image processing, Cancer, Image processing algorithms and systems, Image classification, Prostate cancer, Tissues, Statistical modeling

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Proceedings Article | 14 February 2012 Paper

Normalized gradient fields cross-correlation for automated detection of prostate in magnetic resonance images

Sergei Fotin, Yin Yin, Senthil Periaswamy, Justin Kunz, Hrishikesh Haldankar, Naira Muradyan, François Cornud, Baris Turkbey, Peter Choyke

Proceedings Volume 8314, 83140V (2012) https://doi.org/10.1117/12.911620

KEYWORDS: Prostate, Magnetic resonance imaging, Image segmentation, Image fusion, Image processing, Magnetism, Image registration, Cancer, Convolution, Image filtering

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Proceedings Article | 14 February 2012 Paper

Fully automated prostate segmentation in 3D MR based on normalized gradient fields cross-correlation initialization and LOGISMOS refinement

Yin Yin, Sergei Fotin, Senthil Periaswamy, Justin Kunz, Hrishikesh Haldankar, Naira Muradyan, François Cornud, Baris Turkbey, Peter Choyke

Proceedings Volume 8314, 831406 (2012) https://doi.org/10.1117/12.911758

KEYWORDS: Prostate, Image segmentation, Magnetic resonance imaging, Algorithm development, 3D image processing, Image fusion, Detection and tracking algorithms, Image processing, Tissues, 3D modeling

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Proceedings Article | 9 March 2010 Paper

Standard moments based vessel bifurcation filter for computer-aided detection of pulmonary nodules

Sergei Fotin, Anthony Reeves, Alberto Biancardi, David Yankelevitz, Claudia Henschke

Proceedings Volume 7624, 762413 (2010) https://doi.org/10.1117/12.844516

KEYWORDS: Computed tomography, Spherical lenses, Patents, Chest, 3D imaging standards, Solids, Optical spheres, Computer aided design, Computer aided diagnosis and therapy

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Proceedings Article | 3 March 2009 Paper

A multiscale Laplacian of Gaussian filtering approach to automated pulmonary nodule detection from whole-lung low-dose CT scans

Sergei Fotin, Anthony Reeves, Alberto Biancardi, David Yankelevitz, Claudia Henschke

Proceedings Volume 7260, 72601Q (2009) https://doi.org/10.1117/12.811420

KEYWORDS: Electronic filtering, Computed tomography, Solids, Image filtering, Gaussian filters, Lung, Detection and tracking algorithms, Convolution, Scanners, Patents

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Proceedings Article | 28 February 2009 Paper

An analysis of two ground truth estimation methods

A. Biancardi, A. Jirapatnakul, S. Fotin, T. Apanasovich, A. Reeves

Proceedings Volume 7260, 72600E (2009) https://doi.org/10.1117/12.813440

KEYWORDS: Statistical analysis, Expectation maximization algorithms, Databases, Algorithm development, Lung, Computed tomography, Process modeling, Computer aided diagnosis and therapy, Standards development, Image processing

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Proceedings Article | 27 March 2008 Paper

Human airway measurement from CT images

Jaesung Lee, Anthony Reeves, Sergei Fotin, Tatiyana Apanasovich, David Yankelevitz

Proceedings Volume 6915, 691518 (2008) https://doi.org/10.1117/12.770601

KEYWORDS: Image segmentation, Computed tomography, Lung, Visualization, Statistical modeling, Diagnostics, Databases, Chronic obstructive pulmonary disease, X-ray computed tomography, Visual analytics

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Proceedings Article | 27 March 2008 Paper

The impact of pulmonary nodule size estimation accuracy on the measured performance of automated nodule detection systems

Sergei Fotin, Anthony Reeves, David Yankelevitz, Claudia Henschke

Proceedings Volume 6915, 69151G (2008) https://doi.org/10.1117/12.770695

KEYWORDS: Error analysis, Computing systems, Databases, Detection and tracking algorithms, Computed tomography, Visibility, Solids, Computer aided diagnosis and therapy, Algorithm development, CT reconstruction

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Proceedings Article | 29 March 2007 Paper

Segmentation of coronary arteries from CT angiography images

Sergei Fotin, Anthony Reeves, Matthew Cham, Claudia Henschke, David Yankelevitz

Proceedings Volume 6514, 651418 (2007) https://doi.org/10.1117/12.707810

KEYWORDS: Arteries, Image segmentation, Heart, Computed tomography, Image processing algorithms and systems, Angiography, Blood vessels, Visualization, Blood circulation, Reconstruction algorithms

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Showing 5 of 11 publications

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