Q729Back to all 83 casesResearch use only

Complete cohort - Case 35 of 83

Case 44

Top-1 matches at least one expert referenceClearer model preference (margin >= 0.20)Expert majority (3/4)

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Flow diversion alone

Top-1 class score44.3%
Top-2 class score14.1%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 44, AP view
View B - LateralOpen full size
De-identified DSA image, case 44, lateral view

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

Case summary

A 69-year-old female presents with a 4.4 mm x 3.6 mm x 2.9 mm right posterior communicating artery aneurysm with a fetal PCA originating from the neck.

Image observation

On the supplied views, a saccular outpouching appears at the posterior communicating artery junction with a visible vessel arising from the aneurysm neck.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the aneurysm's small dimensions and unruptured status. However, the presence of a fetal PCA originating from the neck complicates the procedure, as preserving this branch is critical to prevent ischemia. The model's preference for coiling is less definitive given the potential difficulty in maintaining patency of the fetal PCA during coil packing.

Model uncertainty

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

Clinical uncertainty / missing factor

The most significant missing factor is the precise anatomical relationship between the fetal PCA origin and the aneurysm neck, which determines the feasibility of safe coil placement.

Explicit evidence used

4.4 mm x 3.6 mm x 2.9 mm right posterior communicating irregular aneurysm | fetal PCA originating from the aneurysm neck