Santoresh Kumari Dhimann

Effect of Degradations Introduced by Imaging Systems in Patch-Based Machine Learning for Mammogram Cancer Detection

Machine learning-based breast cancer detection from mammograms is inherently affected by image degradation induced by imaging systems. Conventional algorithms mainly target enhancement of classification performance in an ideal imaging scenario; little consideration is generally given to the impact of imaging degradatio...