Using AI-Enhanced Mammography to See Through Dense Breast Tissue with Marissa Fayer DeepLook Medical
Sep 29, 2025
Marissa Fayer, CEO of DeepLook Medical, points out the challenges of detecting breast cancer in dense breast tissue using mammography. The DeepLook DP Precise platform is a visual intelligence tool to help radiologists see inside dense tissue more clearly without disrupting their workflow, potentially reducing the need for additional tests or biopsies. A recent FDA mandate requiring providers to inform patients about their breast density has increased patient demand for better screening tools
Marissa explains, "We're focused on breast imaging, and it's very specifically in dense breasts, because unfortunately, with dense, it's like seeing a cotton ball in the cloud. Radiologists have a really hard time seeing that in standard ways. This is a known problem. I developed the three mammography systems, so I absolutely know that it's a problem. We help radiologists visualize better with visual intelligence to be able to see inside these mammograms so that they potentially don't have to send their patients back for additional ultrasounds, other mammograms, or even biopsies."
"So dense breasts show up white on mammograms, and cancer shows up white. So again, it's the analogy of the cotton bowl in the cloud. It might be there, but it might not be. The cloud is just hiding the cotton ball. This is just how X-ray technology is. It's been a problem and known since its inception, and unfortunately 45% to 50% of all women have dense breasts. And so, this is a very common problem, and there's nothing anybody can do. You can't diet or change the way your body composition is. In reality, this is just an additional add-on to existing screening that is a standard of care to help women."
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