UltraSeg-130K delivers Dice scores above 0.8 on seven polyp datasets at over 30 FPS on a single CPU core using 0.13M parameters, outperforming other sub-0.3M models and approaching larger networks on external tests.
Risk perception, acceptance, and trust of using ai in gastroenterology practice in the asia- pacific region: web-based survey study.JMIR AI, 3(1):e50525, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture
UltraSeg-130K delivers Dice scores above 0.8 on seven polyp datasets at over 30 FPS on a single CPU core using 0.13M parameters, outperforming other sub-0.3M models and approaching larger networks on external tests.