Convolutional Neural Networks for the segmentation of microcalcification in Mammography Imaging.
Gabriele ValvanoGianmarco SantiniNicola MartiniAndrea RipoliChiara IacconiDante ChiappinoDaniele Della LattaPublished in: CoRR (2018)
Keyphrases
- breast cancer
- convolutional neural networks
- breast cancer diagnosis
- digital mammograms
- mammographic images
- medical imaging
- breast cancer detection
- image analysis
- image segmentation
- level set
- segmentation algorithm
- high resolution
- segmentation accuracy
- medical images
- computer aided diagnosis
- image processing
- early detection
- logistic regression
- segmentation method
- computer vision
- optical coherence tomography
- imaging systems
- resolution enhancement
- shape prior
- edge detection
- dce mri
- fully automatic
- object segmentation
- region growing
- clinical applications
- coarse to fine
- quantitative evaluation
- energy function
- x ray