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Complete cohort - Case 56 of 83

Case 71

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

Assigned out-of-fold recommendation

Stent-assisted coil embolization

Alternative: Flow diversion alone

Top-1 class score37.9%
Top-2 class score27.7%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 71, AP view
View B - LateralOpen full size
De-identified DSA image, case 71, lateral view

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

Case summary

A 50-year-old female with a right frontal intracerebral hemorrhage is presented for elective treatment of a 3 x 3.3 x 2.8 mm right MCA bifurcation aneurysm with a 2 mm neck.

Image observation

On the supplied views, the aneurysm appears as a saccular outpouching at the MCA bifurcation with contrast filling the adjacent M1 and M2 segments.

Model-generated clinical rationale

The assigned recommendation of stent-assisted coil embolization is supported by the aneurysm's bifurcation location and 2 mm neck, which may require stent support to maintain coil stability. However, the small aneurysm dimensions and the presence of a bifurcation pose technical challenges for stent deployment and potential branch occlusion.

Model uncertainty

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

Clinical uncertainty / missing factor

The critical missing decision factor is the precise anatomical relationship of the aneurysm neck to the M2 branch origins, which determines the feasibility of stent placement without compromising branch patency.

Explicit evidence used

Right MCA bifurcation aneurysm with 2 mm neck | Aneurysm dimensions 3 x 3.3 x 2.8 mm