SAM.MD: Zero-shot medical image segmentation capabilities of the Segment
Anything Model

SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model

10 April 2023

Maximilian R. Rokuss

Julius Holzschuh

Klaus H. Maier-Hein

ArXiv (abs)PDF HTML

Papers citing "SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model"

15 / 15 papers shown

Title
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 105 2 0 17 Jan 2025
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Jing Liu Jikang Cheng Xiaofeng Zhu Ping Hu VLM 143 7 0 07 Oct 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 105 15 0 05 Aug 2024
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation Pengfei Chen Lingxi Xie Xinyue Huo Xuehui Yu Xiaopeng Zhang Yingfei Sun Zhenjun Han Qi Tian VLM 200 1 0 23 Jul 2024
All in One Framework for Multimodal Re-identification in the Wild He Li Mang Ye Ming Zhang Bo Du 83 11 0 08 May 2024
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain Kuan-I Chung Daniel Moyer VLM 58 0 0 24 Apr 2024
Segment Any Medical Model Extended Yihao Liu Jiaming Zhang Andres Diaz-Pinto Haowei Li A. Martin-Gomez Amir Kheradmand Mehran Armand VLM MedIm 70 8 0 26 Mar 2024
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation Cheng Chen Juzheng Miao Dufan Wu Zhiling Yan Sekeun Kim ... Lichao Sun Xiang Li Tianming Liu Pheng-Ann Heng Quanzheng Li MedIm 127 63 0 16 Sep 2023
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT Botond Fazekas José Morano Dmitrii Lachinov Guilherme Aresta Hrvoje Bogunović MedIm 54 8 0 18 Aug 2023
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation Wenxi Yue Jing Zhang Kun Hu Yong-quan Xia Jiebo Luo Zhiyong Wang VLM MedIm 98 74 0 17 Aug 2023
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision Zhonghan Zhao Wenhao Chai Shengyu Hao Wenhao Hu Guanhong Wang Shidong Cao Min-Gyoo Song Lei Li Gaoang Wang 136 18 0 07 Jul 2023
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Yifan Gao W. Xia Dingdu Hu Wenkui Wang Xin Gao OOD VLM MedIm 96 37 0 01 Jun 2023
On the Robustness of Segment Anything Yihao Huang Yue Cao Tianlin Li Felix Juefei Xu Di Lin Ivor W.Tsang Yang Liu Qing Guo AAML VLM 88 27 0 25 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 100 0 14 May 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 71 68 0 15 Apr 2023