The Practice With a 1% Recall Rate

A moderately sized breast imaging practice had built something genuinely ambitious: a breast excellence center designed around the patient experience. The premise was straightforward — when a patient came in for breast imaging, the facility would complete as much of the care pathway as possible during that visit. If a screening mammogram showed something requiring additional evaluation, the patient would not go home and wait for a callback. The workup would happen immediately.

Additional imaging on the same visit. If findings were suspicious, rapid movement toward biopsy. Less waiting, less anxiety, more of the care continuum completed before the patient walked out the door. From a patient-care standpoint, the model was excellent.

From an audit standpoint, it created a significant problem.

The practice's apparent recall rate was less than 1%. That number did not reflect reality — it reflected a measurement approach that had no way to account for what they were actually doing.

In a traditional workflow, a screening patient completes her exam, goes home, and is called back if additional imaging is needed. That recall is a documented event in the audit. It shows up. In this practice, the recall was happening — the additional imaging was being performed, the diagnostic workup was being completed — but the patient never left. There was no gap between screening and follow-up for the audit to measure. The practice was not avoiding recalls. It was completing them in real time, inside a single encounter.

A standard audit approach would have left that distinction invisible. The practice would have appeared to have essentially no recall activity, while in reality a significant portion of its screening patients were being identified for additional evaluation, worked up diagnostically, and in some cases advanced to biopsy recommendation — all before leaving the building.

Mammologix built a conversion process to reconstruct those encounters for audit purposes. A patient who arrived for a screening mammogram and moved through additional imaging within the same visit could be represented in the audit as a complete clinical sequence: screening exam, recommendation for additional evaluation, diagnostic workup, biopsy recommendation where applicable, pathology result, final outcome. The patient's care had moved through multiple steps in one session — and the audit could now follow it step by step.

Once the cases were converted and analyzed correctly, the facility's true performance became visible. The same-day workups were accounted for properly. The actual recall activity was closer to the 10% to 12% range — in line with expected performance for an active breast imaging practice.

That was not a failure. It was clarity. For the first time, the practice could see what was really happening.

They could measure the true volume of patients moving from screening into additional evaluation. They could track those patients through the full care pathway. They could evaluate outcomes in a way that matched the actual clinical workflow. The audit had become an accurate description of the practice — not a misleading artifact of a measurement model built for a different kind of operation.

Not every breast imaging practice operates the same way. An audit that cannot reflect how a practice actually works is not a compliance document — it is a misrepresentation. The audit has to follow the patient, not assume the workflow.