Case study
The Finding Nobody Followed Up: Closing the Loop Between a Report and a Referrer
An imaging clinic issues a report recommending a six-month follow-up and then has no way of knowing whether it ever happened. This is the transformation that tracks recommended follow-ups to a confirmed outcome, and escalates to a person when the loop stays open.
No client engagement behind this piece: it is how this category of product would be transformed, with benchmark-sourced targets.
Who this is for
A typical independent Ontario community imaging clinic
Signed off by Lead radiologist, with the clinic administrator scoping
Industry
Diagnostic imaging (community MRI, CT and ultrasound), 2 sites, 4 radiologists, 9 technologists, 6 booking and administrative staff
Legacy stack
Engagement
Concept
Contents
A radiologist reads a CT ordered for something else entirely, notices a small pulmonary nodule, and writes a sentence recommending a follow-up study in six months. The report goes to the referrer. Six months pass. The clinic has no idea whether the patient came back, whether the referrer saw the sentence, or whether the nodule is still small. There is no register, because the recommendation exists only as prose inside a document nobody can query.
This is the transformation we would run for that clinic. It is presented as a concept, built on the same method we use in client engagements, so the before, the after, and the path between them are all visible.
Why does the loop stay open?
Because the report is treated as the end of the transaction. The clinic’s system is built to produce and deliver a document, and it has no concept of a commitment made inside that document. A follow-up recommendation is a commitment with a date on it, and it is stored as a sentence.
The surrounding pressure makes this worse rather than better. The Canadian Association of Radiologists, with Deloitte, reports average Canadian waits of 84 days for MRI and 66 days for CT, and estimates the cost of imaging underinvestment at $64 billion a year in lost GDP. The CAR published national maximum wait time access targets in March 2026. In a system that congested, a follow-up study that nobody chases is not a study that happens late. It is a study that does not happen.
Before and after: the recommendation
Drag the handle. The before is a recommendation living inside a report; the after is the tracked register designed in its place.
Where escalation stops
The referrer, then a named person here. Never the patient. A report is not the whole clinical picture.
A loop closes on a confirmed study, a clinical decision, or a person closing it with a reason.
No acute intra-abdominal abnormality. Liver, spleen and pancreas unremarkable. Incidental note is made of a 5mm nodule in the right lower lobe at the lung base. Recommend follow-up CT chest in 6 months. No other significant finding.
Sent to referrer by fax. No register. No date. No owner.
Findable by a human reading this report. Unfindable by anyone asking what we recommended last March.
The referring clinician still owns the follow-up decision. What changes is that the clinic can see its own open loops rather than assume they closed.
What we built
The concept above is the output of the same engagement steps we run in client work, and several are decisions a competent peer could argue with.
- We made radiologist confirmation of every extracted recommendation mandatory, one click per report, and refused to make it skippable. An extraction that quietly missed recommendations would produce a register that looks complete and is not, and a false sense of closure is worse than an acknowledged gap.
- We stopped escalation at the referrer and never let it reach the patient. This is the decision most likely to be argued with, because a patient with an untracked nodule is the person with the most at stake. A report is not the whole clinical picture, and a clinic contacting patients directly about findings, without the clinician who knows their history, would eventually cause a serious harm.
- We built the register as a first-class object with a date, an owner and a state, rather than as a reminder. Reminders get dismissed; open items get reviewed.
- We made unanswered escalations a person’s problem on a schedule, because an automated chase that never terminates is just a slower way of doing nothing.
- We wire evals from day one against the clinic’s own historical reports, scored on whether the extraction found every recommendation a radiologist would have flagged, with recall weighted far above precision.
How it works
The RIS stays the source of truth for reports. When a report contains a follow-up recommendation, it is extracted and the radiologist confirms it as part of signing. Confirmed recommendations enter a register with an interval, a referrer and a state. As the date approaches, the referrer is notified, and if the loop stays open past a threshold it goes to a named person at the clinic rather than into a longer automated sequence. A loop closes on a confirmed study, a confirmed clinical decision not to proceed, or a person closing it with a reason.
Because reports and the register stay in Canadian infrastructure and processing runs with zero data retention, the design lines up with what PHIPA expects: a privacy impact assessment before deployment, an agreement naming the processor as an agent under section 17, and an audit log on every access.
Why this pays back
The economic return is modest and the risk return is not, so a clinic should buy this for the second reason. Break-even for the first slice is about a hundred and fifty tracked follow-ups a month at the clinic’s own loaded administrative cost, which is achievable for a clinic of this size and is not the real argument.
The limit worth saying plainly, and it can lose the sale: this creates visible responsibility where there was previously comfortable ignorance. A clinic that turns this on will discover open loops it did not know about, and will then have to decide what to do about each one. Some administrators will regard that as new liability rather than as newly measurable safety. We think that reading is wrong, and it is a legitimate position, and it is much better raised now than discovered in month two.
The outcomes
Average Canadian wait for a CT scan
66 days1
Industry benchmarkRecommended follow-ups with a tracked outcome
No register exists Every recommendation tracked
0 to a closed loop2
Design targetEstimated annual cost of imaging wait times to Canada's GDP
$64B3
Industry benchmarkBreak-even, in tracked follow-ups per month
About 1504
Design targetTime to the first shippable slice
4-6 wk5
Design target1 Deloitte and the Canadian Association of Radiologists, national report on medical imaging wait times: an average of 66 days for CT and 84 days for MRI. The CAR published national maximum wait time access targets for MRI and CT in its Wait Times Policy Statement, March 2026.
2 Design target measured against the recreated legacy flow shown in the before/after above, where a follow-up recommendation exists only as a sentence inside a report the clinic cannot query.
3 Deloitte and the Canadian Association of Radiologists: chronic underinvestment in diagnostic imaging is estimated to cost Canada $64 billion annually in lost GDP. Quoted as context on the system-level cost of imaging delay, not as a figure this workflow recovers.
4 Design-target arithmetic, not a measured result. The first slice is a fixed fee; break-even is stated as the number of tracked follow-up recommendations per month whose manual chasing time would cover it at the clinic's own loaded administrative hourly cost.
5 Standard first-slice scope: one finding class, one metric, evals and a radiologist review gate on every extracted recommendation.
Frequently asked questions
Whose responsibility is the follow-up, legally?
The referring clinician's, and this design does not change that or pretend to. What it changes is whether the clinic that made the recommendation knows what became of it. A radiologist who writes six-month follow-up recommended and never learns whether the patient returned is working blind, and the register exists so the clinic can see its own open loops rather than assume they closed.
Does this contact patients directly?
No, and that is a deliberate limit. Contacting a patient about an imaging finding without their clinician in the conversation is a good way to cause harm, because the report is not the whole clinical picture. Escalation goes to the referrer, and if the referrer does not respond it goes to a person at the clinic to decide what to do next. The system never becomes the last link to the patient.
How does it know a follow-up was recommended?
It extracts the recommendation from the report text and a radiologist confirms it before it enters the register. Recommendation language varies enormously between radiologists and between studies, and an extraction that silently missed one would create a register that looks complete and is not, which is more dangerous than no register. Confirmation is one click per report and it is not optional.
Does patient information leave the clinic?
No. Reports, findings and the follow-up register stay in Canadian infrastructure, the system reads the RIS through the same permissions staff already have, processing runs with zero data retention, and nothing trains anyone's model. A privacy impact assessment is completed before deployment and the agreement names the processor as an agent under section 17 of PHIPA.
What would this cost to try?
A fixed-fee first slice on one finding class, usually incidental pulmonary nodules, because the recommendation language is comparatively consistent and the follow-up interval is well defined. It ships in four to six weeks, and break-even is stated in tracked follow-ups per month rather than in licences.
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