ClickSAM

This is the official repository for ClickSAM: Fine-tuning Segment Anything Model using click prompts for ultrasound image segmentation.

Set up guide to be posted soon.

Paper: https://arxiv.org/abs/2402.05902

Acknowledgements

• Kirillov, Alexander, et al. “Segment Anything.” arXiv.Org, 5 Apr. 2023, arxiv.org/abs/2304.02643.
• Ma, Jun, et al. “Segment Anything in Medical Images.” arXiv.Org, 17 July 2023, arxiv.org/abs/2304.12306.
• Andrei, Florin. “Train Image Segmentation Models to Accept User Feedback via Voronoi Tiling, Part 1.”Medium, Towards Data Science, 4 May 2023, towardsdatascience.com/train-image-segmentation-models-to-accept-user-feedback-via-voronoi-tiling-part-1-8ab85d410d29.
• Al-Dhabyani, Walid, et al. “Dataset of Breast Ultrasound Images.” Data in Brief, Elsevier, 21 Nov. 2019, sciencedirect.com/science/article/pii/S2352340919312181.

Reference

@inproceedings{guo2024clicksam,
	author = {Guo, Aimee and Fei, Grace and Pasupuleti, Hemanth and Wang, Jing},
	title = {ClickSAM: Fine-tuning Segment Anything Model using click prompts for ultrasound image segmentation},
	booktitle = {SPIE Medical Imaging conference},
	year = {2024}
}