Q729Back to all 83 casesResearch use only

Complete cohort - Case 38 of 83

Case 47

Top-2 adds an expert-matching optionIntermediate 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 score35.8%
Top-2 class score19.4%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 47, AP view
View B - LateralOpen full size
De-identified DSA image, case 47, lateral view

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

Case summary

A 58-year-old female presents with an unruptured, cranially oriented saccular anterior communicating artery aneurysm measuring 6.1 x 5.8 x 4.7 mm with a 2.7 mm neck.

Image observation

On the supplied views, a saccular outpouching appears at the anterior communicating artery junction with adjacent branch vessels.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the documented 2.7 mm neck width, which suggests a geometry potentially amenable to primary coiling. However, the cranial orientation and the presence of robust filling to the contralateral ACA introduce complexity regarding coil stability and potential branch occlusion. The recommendation remains limited by the lack of explicit documentation regarding the specific relationship between the aneurysm neck and the origin of the contralateral ACA.

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 precise anatomical relationship between the aneurysm neck and the contralateral ACA origin is not explicitly defined, creating uncertainty regarding the necessity of adjunctive stenting.

Explicit evidence used

6.1 x 5.8 x 4.7 mm cranially oriented saccular Acomm aneurysm | neck measuring approximately 2.7 mm