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

SPIE Journal Paper | 21 August 2018
JMI Vol. 6 Issue 01
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
Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis
KEYWORDS: Breast, Magnetic resonance imaging, Image classification, Neural networks, Breast cancer, Convolutional neural networks, Medical imaging

SPIE Journal Paper | 5 February 2018
JMI Vol. 5 Issue 01
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
KEYWORDS: Breast cancer, Cancer, Feature extraction, Convolutional neural networks, Mammography, Breast, Medical imaging, Lithium, Image classification, Feature selection

Proceedings Article | 3 March 2017
Proc. SPIE. 10134, Medical Imaging 2017: Computer-Aided Diagnosis
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
  • View contact details

Is this your profile? Update it now.
Don’t have a profile and want one?

Back to Top