Natalia O. Antropova
Doctoral Candidate
SPIE Involvement:
Author
Publications (7)

SPIE Journal Paper | 21 August 2018
JMI, Vol. 6, Issue 01, 011002, (August 2018) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.011002
KEYWORDS: Magnetic resonance imaging, Breast, Image classification, Magnetism, Feature extraction, RGB color model, Tumors, 3D image processing, Tumor growth modeling, Convolutional neural networks

Proceedings Article | 27 February 2018 Paper
Proceedings Volume 10575, 105752M (2018) https://doi.org/10.1117/12.2293265
KEYWORDS: Breast, Magnetic resonance imaging, Image classification, Neural networks, Breast cancer, Convolutional neural networks, Medical imaging

SPIE Journal Paper | 5 February 2018 Open Access
JMI, Vol. 5, Issue 01, 014503, (February 2018) https://doi.org/10.1117/12.10.1117/1.JMI.5.1.014503
KEYWORDS: Magnetic resonance imaging, Feature extraction, Breast, Image classification, Medical imaging, Convolutional neural networks, Breast cancer, Tumors, Diagnostics, Image segmentation

SPIE Journal Paper | 13 September 2017
JMI, Vol. 4, Issue 04, 041304, (September 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.041304
KEYWORDS: Breast cancer, Cancer, Feature extraction, Convolutional neural networks, Mammography, Breast, Medical imaging, Lithium, Image classification, Feature selection

Proceedings Article | 3 March 2017 Presentation + Paper
Proceedings Volume 10134, 101341G (2017) https://doi.org/10.1117/12.2255582
KEYWORDS: Convolutional neural networks, Analytical research, Breast, Neural networks, Feature extraction, Computer aided diagnosis and therapy, Image analysis, Machine learning, Radiology, Magnetic resonance imaging

Showing 5 of 7 publications
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