UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images

26 February 2024

Papers citing "UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images"

17 / 17 papers shown

Title
SAM4EM: Efficient memory-based two stage prompt-free segment anything model adapter for complex 3D neuroscience electron microscopy stacks Uzair Shah Marco Agus Daniya Boges Vanessa Chiappini M. Alzubaidi J. Schneider Markus Hadwiger Pierre J. Magistretti Mowafa J Househ Corrado Calı 43 0 0 30 Apr 2025
AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation Jiahe Qian Yaoyu Fang Jinkui Hao Bo Zhou MedIm 34 0 0 27 Mar 2025
PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation Yiheng Zhong Zihong Luo Chengzhi Liu Feilong Tang Zelin Peng Ming Hu Y. Hu Jionglong Su Zongyuan Geand Imran Razzak MedIm 60 0 0 23 Mar 2025
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan Yupei Zhang Qiushi Yang Tan Li Zhen Chen 54 0 0 05 Feb 2025
CellSeg1: Robust Cell Segmentation with One Training Image Peilin Zhou Bo Du Yongchao Xu VLM 70 1 0 02 Dec 2024
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation Yihang Fu Zhe Chen Yiwen Ye Xingliang Lei Zhisong Wang Yong-quan Xia VLM MedIm 37 4 0 15 Nov 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 43 6 0 28 Sep 2024
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation Zhenye Lou Qing Xu Zekun Jiang Xiangjian He Zhen Chen Yi Wang Chenxin Li Maggie M. He Wenting Duan 38 1 0 21 Aug 2024
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding Zhen Chen Zongmin Zhang Wenwu Guo Xingjian Luo Long Bai Jinlin Wu Hongliang Ren Hongbin Liu 41 5 0 28 Jul 2024
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM MedIm 42 9 0 29 Mar 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 46 41 0 31 Jan 2024
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation Zhongyi Shui Yunlong Zhang Kai Yao Chenglu Zhu Sunyi Zheng Jingxiong Li Honglin Li Yuxuan Sun Ruizhe Guo Lin Yang 38 10 0 27 Nov 2023
P2RBox: Point Prompt Oriented Object Detection with SAM Guangming Cao Xuehui Yu Wenwen Yu Xumeng Han Xue Yang Guorong Li Jianbin Jiao Zhenjun Han 31 4 0 22 Nov 2023
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou Huazhu Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 80 40 0 28 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 103 287 0 26 Apr 2023
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images A. Mahbod Gerald Schaefer Benjamin Bancher Christine Löw Georg Dorffner R. Ecker Isabella Ellinger 130 92 0 02 Jan 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 294 75,834 0 18 May 2015