Q729Back to all 83 casesResearch use only

Complete cohort - Case 17 of 83

Case 20

Top-2 adds an expert-matching optionHigh model uncertainty (margin < 0.10)Substantial expert disagreement

Assigned out-of-fold recommendation

Flow disruption (intra-saccular)

Alternative: Flow diversion alone

Top-1 class score20.6%
Top-2 class score19.5%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 20, AP view
View B - LateralOpen full size
De-identified DSA image, case 20, lateral view

View A is AP; View B is lateral, as confirmed by the data provider.

Case summary

An 80-year-old female presents for retreatment of a recurrent right posterior communicating artery aneurysm following prior flow diversion.

Image observation

On the supplied views, the aneurysm appears as a distinct filling defect arising from the posterior circulation with visible contrast stagnation within the sac.

Model-generated clinical rationale

The assigned recommendation of flow disruption is supported by the documented contrast stagnation, which suggests a wide-necked morphology or complex flow dynamics that may favor intra-saccular devices. However, the history of prior flow diversion complicates the assessment of vessel wall integrity and device feasibility. The rationale is limited by the lack of specific neck width measurements or detailed morphological descriptions required to definitively select between flow disruption and diversion.

Model uncertainty

The OOF classifier scores for Flow disruption (intra-saccular) and Flow diversion alone were close, so the assigned recommendation should be treated as uncertain.

Clinical uncertainty / missing factor

The most critical missing decision factor is the precise aneurysm neck width and the specific status of the parent vessel wall following the previous flow-diverting stent.

Explicit evidence used

Contrast stagnation within the body of the aneurysm | History of previously treated right posterior communicating artery aneurysm via flow-diversion