MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation

29 March 2024

Papers citing "MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation"

9 / 9 papers shown

Title
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare Amara Tariq Rimita Lahiri Charles Kahn Imon Banerjee 23 0 0 12 May 2025
SCHNet: SAM Marries CLIP for Human Parsing Kunliang Liu Jianming Wang Rize Jin Wonjun Hwang Tae-Sun Chung VLM 68 0 0 28 Mar 2025
Towards Universal Text-driven CT Image Segmentation Yuheng Li Yuxiang Lai Maria Thor Deborah Marshall Zachary Buchwald D. Yu Xiaofeng Yang MedIm VLM 52 2 0 08 Mar 2025
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation Aishik Konwer Zhijian Yang Erhan Bas Cao Xiao Prateek Prasanna Parminder Bhatia Taha A. Kass-Hout MedIm VLM 56 0 0 06 Mar 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM 108 0 0 21 Nov 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 41 6 0 28 Sep 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 29 15 0 26 Feb 2024
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 30 17 0 23 Nov 2023
Decoupled Contrastive Learning Chun-Hsiao Yeh Cheng-Yao Hong Yen-Chi Hsu Tyng-Luh Liu Yubei Chen Yann LeCun 178 182 0 13 Oct 2021