Deep learning-based breast region segmentation in raw and processed digital mammograms: generalization across views and vendors.

Sarah D VerboomMarco Caballo Jim Peters Jessie J J Gommers Daan van den Oever Mireille J M BroedersJonas TeuwenIoannis Sechopoulos

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

The proposed segmentation method yields accurate overall segmentation results for both raw and processed mammograms independent of view and vendor. The code and model weights are made available.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
high resolution
mass spectrometry