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Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis. (arXiv:2308.05449v1 [eess.IV])
cs.CV updates on arXiv.org arxiv.org
Ultrasound (US) imaging is better suited for intraoperative settings because
it is real-time and more portable than other imaging techniques, such as
mammography. However, US images are characterized by lower spatial resolution
noise-like artifacts. This research aims to address these limitations by
providing surgeons with mammogram-like image quality in real-time from noisy US
images. Unlike previous approaches for improving US image quality that aim to
reduce artifacts by treating them as (speckle noise), we recognize their value
as informative wave …
arxiv cancer cancer diagnosis conversion cost diagnosis images imaging limitations mammogram mammography noise real-time research