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cs.CV2025
SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAM
Benjamin Towle, Xin Chen, Ke Zhou
Pre-trained segmentation models are a powerful and flexible tool for segmenting images. Recently, this trend has extended to medical imaging. Yet, often these methods only produce…
cs.CV2024
SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction
Benjamin Towle, Xin Chen, Ke Zhou
The recently released Segment Anything Model (SAM) has shown powerful zero-shot segmentation capabilities through a semi-automatic annotation setup in which the user can provide a…