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eess.IV2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation
Jiayuan Zhu, Junde Wu
Although segmenting natural images has shown impressive performance, these techniques cannot be directly applied to medical image segmentation. Medical image segmentation is partic…
eess.IV2024
Towards Collective Intelligence: Uncertainty-aware SAM Adaptation for Ambiguous Medical Image Segmentation
Mingzhou Jiang, Jiaying Zhou, Junde Wu +3
Collective intelligence from multiple medical experts consistently surpasses individual expertise in clinical diagnosis, particularly for ambiguous medical image segmentation tasks…
eess.IV2023
One-Prompt to Segment All Medical Images
Junde Wu, Jiayuan Zhu, Yueming Jin +1
Large foundation models, known for their strong zero-shot generalization, have excelled in visual and language applications. However, applying them to medical image segmentation, a…