Enhancing Label-efficient Medical Image Segmentation with Text-guided
Diffusion Models

Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models

7 July 2024

Chun-Mei Feng

Papers citing "Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models"

7 / 7 papers shown

Title
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 32 0 0 16 Apr 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation Sanghyun Jo Seo Jin Lee Seungwoo Lee Seohyung Hong Hyungseok Seo Kyungsu Kim 53 0 0 14 Mar 2025
Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models Jia Yu Yan Zhu Peiyao Fu Tianyi Chen Junbo Huang ... Pinghong Zhou Zhihua Wang Fei Wu Shuo Wang Xian Yang MedIm 50 0 0 25 Feb 2025
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 206 1,156 0 10 Sep 2022
LViT: Language meets Vision Transformer in Medical Image Segmentation Zihan Li Yunxiang Li Qingde Li Puyang Wang Dazhou Guo Le Lu D. Jin You Zhang Qingqi Hong VLM MedIm 67 134 0 29 Jun 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 519 0 06 Dec 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 390 75,972 0 18 May 2015