Title
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Assefa Seyoum Wahd B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Adam McArthur Jiechen Zhang Jacob L. Jaremko A. Hareendranathan VLM MedIm 45 1 0 10 Sep 2024
Curriculum Prompting Foundation Models for Medical Image Segmentation Xiuqi Zheng Yuhang Zhang Haoran Zhang Hongrui Liang Xueqi Bao Zhuqing Jiang Qicheng Lao VLM MedIm 31 0 0 01 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 44 0 0 27 Jun 2024
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain Kuan-I Chung Daniel Moyer VLM 36 0 0 24 Apr 2024
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 38 17 0 23 Nov 2023
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 27 1 0 29 Sep 2023
SAM-Med2D Junlong Cheng Jin Ye Zhongying Deng Jianpin Chen Tian-Xin Li ... Hui Sun Junjun He Shaoting Zhang Min Zhu Yu Qiao MedIm VLM 47 123 0 30 Aug 2023
$$\mathrm{SAM^{Med}}$: A medical image annotation framework based on large vision model$ $\mathrm{SAM^{Med}}$ : A medical image annotation framework based on large vision model Chenglong Wang Dexuan Li Sucheng Wang Chengxiu Zhang Yida Wang Yun-Hui Liu Guang Yang VLM MedIm 37 19 0 11 Jul 2023
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object Segmentation Yonglin Li Jing Zhang Xiao Teng Long Lan VOS VLM 23 17 0 03 Jul 2023
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding Amr Hagag A. Gomaa Dominik Kornek Andreas Maier R. Fietkau Christoph Bert F. Putz Yixing Huang 3DH MedIm 19 3 0 26 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology Lian-Cheng Zhang Zheng Liu Lu Zhang Zihao Wu Xiao-Xing Yu ... Xiang Li Quanzheng Li Dajiang Zhu Tianming Liu Wei Liu VLM MedIm 21 33 0 20 Jun 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 43 90 0 14 May 2023
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes D. Cheng Ziyuan Qin Zekun Jiang Shaoting Zhang Qicheng Lao Kang Li MedIm VLM 27 103 0 28 Apr 2023