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Appearance Constrained Semi-Automatic Segmentation from DCE-MRI is Reproducible and Feasible for Breast Cancer Radiomics: A Feasibility Study

We present a segmentation approach that combines GrowCut (GC) with cancer-specific multi-parametric Gaussian Mixture Model (GCGMM) to produce accurate and reproducible segmentations. We evaluated GCGMM using a retrospectively collected 75 invasive ductal carcinoma with ERPR+ HER2− (n = 15), triple n...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Sci Rep
मुख्य लेखकों: Veeraraghavan, Harini, Dashevsky, Brittany Z., Onishi, Natsuko, Sadinski, Meredith, Morris, Elizabeth, Deasy, Joseph O., Sutton, Elizabeth J.
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Nature Publishing Group UK 2018
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC5859113/
https://ncbi.nlm.nih.gov/pubmed/29556054
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-22980-9
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