Q729Back to all 83 casesResearch use only

Complete cohort - Case 42 of 83

Case 51

Top-1 matches at least one expert referenceIntermediate model preference (margin 0.10-0.20)Substantial expert disagreement

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Stent-assisted coil embolization

Top-1 class score36.2%
Top-2 class score23.5%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 51, AP view
View B - LateralOpen full size
De-identified DSA image, case 51, lateral view

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

Case summary

A 61-year-old female presents with an incidental, unruptured anterior communicating artery aneurysm measuring 4.3 x 3.9 x 2.9 mm with a 2.0 mm neck.

Image observation

On the supplied views, a saccular outpouching appears at the anterior communicating artery junction, with contrast filling the contralateral anterior cerebral artery.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the documented 2.0 mm neck width, which suggests a potentially favorable neck-to-dome ratio for primary coiling. However, the recommendation is limited by the lack of explicit documentation regarding the aneurysm's orientation or the presence of critical perforators, which are critical determinants for avoiding stent assistance.

Model uncertainty

The OOF score distribution was diffuse: Coil embolization alone ranked first, but Stent-assisted coil embolization remained a material alternative.

Clinical uncertainty / missing factor

The most significant missing decision factor is the precise morphological orientation of the aneurysm relative to the parent vessel, which is required to definitively assess the risk of coil prolapse.

Explicit evidence used

Aneurysm dimensions 4.3 x 3.9 x 2.9 mm | Neck width 2.0 mm