Elliot Hospital Adds AI Mammogram Review With 93%-94% Sensitivity for Breast Cancer Detection
Updated
Updated · The Union Leader · Oct 14
Elliot Hospital Adds AI Mammogram Review With 93%-94% Sensitivity for Breast Cancer Detection
3 articles · Updated · The Union Leader · Oct 14
Summary
Elliot Hospital has begun using Hologic’s Genius AI Detection software on mammograms, giving radiologists case-level cancer probability scores and image overlays to guide screening and callback decisions.
Installed in February 2026, the system acts as a second read rather than a replacement for clinicians, helping doctors weigh whether suspicious findings warrant additional imaging or biopsy.
Manufacturer data cited by Elliot put the software’s sensitivity at 93% to 94% and specificity near 40%, meaning it can catch more possible cancers but also flag many benign findings.
Dr. Marina Feldman said the tool has both missed a cancer smaller than 1 millimeter and overcalled postsurgical changes as 95% likely malignant, underscoring the need for human review of prior scans and patient history.
The AI review is part of a broader imaging workflow at Elliot that extends from screening through surgery, where excised tissue can also be analyzed in real time while a patient remains under anesthesia.