Q729Back to all 83 casesResearch use only

Complete cohort - Case 80 of 83

Case 96

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: Flow diversion with coil embolization

Top-1 class score36.3%
Top-2 class score25.7%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 96, AP view
View B - LateralOpen full size
De-identified DSA image, case 96, lateral view

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

Case summary

A 45-year-old female presents with headaches and a known unruptured 7 mm bilobed left communicating segment aneurysm with a 3 mm neck.

Image observation

On the supplied views, a bilobed aneurysmal sac appears to project laterally and inferiorly from the internal carotid artery, with the anterior choroidal artery visible nearby.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the documented 3 mm neck width, which suggests a geometry potentially amenable to endosaccular packing. However, the bilobed morphology and the proximity of the anterior choroidal artery may complicate coil stability or require adjunctive balloon assistance. The recommendation is limited by the lack of explicit documentation regarding the aneurysm's orientation relative to the parent vessel flow.

Model uncertainty

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

Clinical uncertainty / missing factor

The most significant missing decision factor is the precise relationship between the aneurysm neck and the origin of the anterior choroidal artery, which is critical for determining the safety of coil-only treatment.

Explicit evidence used

7 mm X 7 mm bilobed communicating segment aneurysm | 3mm neck projecting laterally, inferiorly and posteriorly