MammoFlow adds geometric alignment and EMD tissue-distribution consistency to a pretrained flow-matching model to generate anatomically paired mammograms, reporting superior quality and a 5% downstream AUC gain.
arXiv preprint arXiv:2306.10676 (2023)
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MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching
MammoFlow adds geometric alignment and EMD tissue-distribution consistency to a pretrained flow-matching model to generate anatomically paired mammograms, reporting superior quality and a 5% downstream AUC gain.