Task-based assessment of a convolutional neural network for segmenting breast lesions for radiomic analysis.

CONCLUSION: A CNN architecture is able to provide DCE-MRI breast lesion segmentations which are suitable for input to our radiomics model. Moreover, the previously established radiomics model and CNN can be accurately trained end-to-end using ground truth data provided by distinct experts.
PMID: 30957936 [PubMed - as supplied by publisher]

Source: Magnetic Resonance in Medicine - April 7, 2019 Category: Radiology Authors: Spuhler KD, Ding J, Liu C, Sun J, Serrano-Sosa M, Moriarty M, Huang C Tags: Magn Reson Med Source Type: research