Gaze-based prompts can drive zero-shot SAM-2 and MedSAM-2 segmentation of 3D abdominal CT organs, trading a roughly 0.08 Dice drop for an approximately 26 second per-organ speedup over manual bounding boxes.
Segment anything in medical images
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Zero-Shot Gaze-based Volumetric Medical Image Segmentation
Gaze-based prompts can drive zero-shot SAM-2 and MedSAM-2 segmentation of 3D abdominal CT organs, trading a roughly 0.08 Dice drop for an approximately 26 second per-organ speedup over manual bounding boxes.