Q729Back to all 83 casesResearch use only

Complete cohort - Case 83 of 83

Case 100

Top-1 matches at least one expert referenceClearer model preference (margin >= 0.20)Unanimous expert reference (4/4)

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Balloon-assisted coil embolization

Top-1 class score59.8%
Top-2 class score24.4%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 100, AP view
View B - LateralOpen full size
De-identified DSA image, case 100, lateral view

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

Case summary

A 56-year-old female presents with aneurysmal subarachnoid hemorrhage due to a ruptured left posterior communicating artery aneurysm.

Image observation

On the supplied views, a saccular aneurysm with a visible daughter lobe appears to arise from the left internal carotid artery.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the documented 2.8 mm neck width, which suggests a geometry potentially amenable to primary coiling. However, the presence of a daughter lobe and the ruptured status of the aneurysm introduce complexity regarding coil stability and the risk of recurrence. The recommendation appears questionable given the potential need for adjunctive balloon support to secure the neck, a factor not fully resolved by the available data.

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 most significant missing decision factor is the precise morphological assessment of the neck-to-dome ratio and the exact relationship of the aneurysm to the posterior communicating artery origin, which determines the necessity for balloon assistance.

Explicit evidence used

Ruptured left PCOM aneurysm | Dimensions 6.5 mm x 4.7 mm with 2.8 mm neck