HPR-SAM replaces manual prompts in SAM with hierarchical probabilistic anatomical representations, achieving state-of-the-art medical image segmentation on Synapse, LA, and PROMISE12 datasets.
Miccai 2015 multi-atlas labeling beyond the cranial vault workshop and challenge,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
HPR-SAM: Hierarchical Probabilistic Representation Learning for Prompt-free SAM-based Medical Image Segmentation
HPR-SAM replaces manual prompts in SAM with hierarchical probabilistic anatomical representations, achieving state-of-the-art medical image segmentation on Synapse, LA, and PROMISE12 datasets.