Q729Back to all 83 casesResearch use only

Complete cohort - Case 48 of 83

Case 57

Top-1 matches at least one expert referenceIntermediate model preference (margin 0.10-0.20)Unanimous expert reference (4/4)

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Balloon-assisted coil embolization

Top-1 class score41.9%
Top-2 class score28.3%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 57, AP view
View B - LateralOpen full size
De-identified DSA image, case 57, lateral view

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

Case summary

A 38-year-old female with a Hunt and Hess 2 subarachnoid hemorrhage presents with a 3.8 x 2.1 mm tubular anterior communicating artery aneurysm with a 1.2 mm neck.

Image observation

On the supplied views, a saccular outpouching appears at the anterior communicating artery junction with a visible neck and superior projection.

Model-generated clinical rationale

The documented 1.2 mm neck width and tubular morphology suggest a geometry that may be amenable to coil embolization alone. However, the small aneurysm size and specific neck-to-dome relationship limit the certainty of this approach without adjunctive balloon support.

Model uncertainty

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

Clinical uncertainty / missing factor

The precise neck-to-dome ratio and the exact relationship of the aneurysm neck to the A2 origin remain the critical missing factors for determining coil stability.

Explicit evidence used

3.8 x 2.1 mm tubular anterior communicating artery aneurysm | 1.2 mm neck