Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey

5 May 2023

Papers citing "Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey"

21 / 21 papers shown

Title
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 49 0 0 04 May 2025
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data Sourya Sengupta Satrajit Chakrabarty Keerthi Sravan Ravi Gopal Avinash Ravi Soni MedIm 27 0 0 11 Apr 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 50 0 0 17 Mar 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 37 2 0 17 Jan 2025
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 39 6 0 31 Jul 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej Mazurowski MedIm VLM 72 11 0 15 Apr 2024
Segment Anything for comprehensive analysis of grapevine cluster architecture and berry properties Efrain Torres-Lomas Jimena Lado-Jimena Guillermo Garcia-Zamora Luis Diaz-Garcia 16 2 0 19 Mar 2024
Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks Mohammed Baharoon Waseem Qureshi J. Ouyang Yanwu Xu Abdulrhman Aljouie Wei Peng MedIm AI4CE 27 8 0 04 Dec 2023
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts Hao Li Han Liu Dewei Hu Jiacheng Wang I. Oguz 17 7 0 13 Nov 2023
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Xiangyu Zhao Sheng Wang Zhiyun Song Zhenrong Shen Linlin Yao Haolei Yuan Qian Wang Lichi Zhang 17 1 0 02 Sep 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 76 61 0 12 May 2023
Polyp-SAM: Transfer SAM for Polyp Segmentation Yuheng Li Mingzhe Hu Xiaofeng Yang MedIm 156 74 0 29 Apr 2023
SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective An-Chi Wang Mobarakol Islam Mengya Xu Yang Zhang Hongliang Ren AAML VLM 74 36 0 28 Apr 2023
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou H. Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 75 29 0 28 Apr 2023
SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model Mingzhe Hu Yuheng Li Xiaofeng Yang VLM 139 50 0 27 Apr 2023
GazeSAM: What You See is What You Segment Bin Wang Armstrong Aboah Zheyu Zhang Ulas Bagci 62 20 0 26 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 95 276 0 26 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,544 0 19 Feb 2017