LViT: Language meets Vision Transformer in Medical Image Segmentation

LViT: Language meets Vision Transformer in Medical Image Segmentation

29 June 2022

Zihan Li

You Zhang

Papers citing "LViT: Language meets Vision Transformer in Medical Image Segmentation"

16 / 16 papers shown

Title
Towards Universal Text-driven CT Image Segmentation Yuheng Li Yuxiang Lai Maria Thor Deborah Marshall Zachary Buchwald D. Yu Xiaofeng Yang MedIm VLM 64 3 0 08 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 56 1 0 02 Mar 2025
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Mingjian Li Mingyuan Meng Shuchang Ye David Dagan Feng Lei Bi Jinman Kim 84 0 0 18 Dec 2024
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment Yankai Jiang Wenhui Lei Xiaofan Zhang S. Zhang MedIm 40 2 0 21 Oct 2024
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation Yiqing Wang Zihan Li Jieru Mei Zi-Ying Wei Li Liu Chen Wang Shengtian Sang Alan Yuille Cihang Xie Yuyin Zhou ViT MedIm 20 31 0 24 Jul 2023
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen Jie Liu Yixuan Yuan VLM 39 3 0 20 May 2023
Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Dandan Shan Zihan Li Wentao Chen Qingde Li Jie Tian Qingqi Hong 19 8 0 01 Mar 2023
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation Zihan Li Dihan Li Cangbai Xu Wei-Chien Wang Qingqi Hong Qingde Li Jie Tian ViT MedIm 24 46 0 07 Jul 2022
Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency Zihan Li Wentao Chen Zhiqing Wei Xi Luo Bing-Huang Su 23 8 0 19 May 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xueliang Wang ViT VLM 192 499 0 22 Feb 2022
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 140 81 0 06 Dec 2021
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Zhao Yang Jiaqi Wang Yansong Tang Kai-xiang Chen Hengshuang Zhao Philip Torr 148 306 0 04 Dec 2021
Boundary-aware Transformers for Skin Lesion Segmentation Jiacheng Wang Lan Wei Liansheng Wang Qichao Zhou Lei Zhu Jing Qin ViT MedIm 80 129 0 08 Oct 2021
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Yicheng Wu Z. Ge Donghao Zhang Minfeng Xu Lei Zhang Yong-quan Xia Jianfei Cai OOD SSL 77 231 0 21 Sep 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 129 708 0 09 Sep 2021
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy Yunxiang Li G. Zeng Yifan Zhang Jun Wang Qianni Zhang ... Neng Xia Ruizi Peng Kai Tang Yaqi Wang Shuai Wang MedIm AI4CE 92 28 0 02 May 2021