Digital Innovation Hub

Visual Tool to Understand Lumpectomy Outcomes (BeautyMarks)

BeautyMarks provides a resource for both patients and clinicians to have a more informed discussion around lumpectomy surgery. This database holds various images of women’s breasts after undergoing lumpectomy surgery, which the patient can then filter by skin color, size of breasts, tumor size, body weight, location, and patient demographics in order to help envision what their breasts could look like after surgery.


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