Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation

7 June 2023

Papers citing "Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation"

42 / 42 papers shown

Title
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Rafi Ibn Sultan Hui Zhu Chengyin Li Dongxiao Zhu 50 0 0 30 Mar 2025
Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving Yue Li Meng Tian Zhenyu Lin Jiangtong Zhu Dechang Zhu Haiqiang Liu Zining Wang Yueyi Zhang Zhiwei Xiong Xinhai Zhao CoGe VLM 80 1 0 27 Mar 2025
Effective and secure federated online learning to rank Shuyi Wang 31 0 0 26 Dec 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 75 1 0 23 Nov 2024
VoxelPrompt: A Vision-Language Agent for Grounded Medical Image Analysis Andrew Hoopes V. Butoi John Guttag Adrian V. Dalca MedIm LM&MA 35 1 0 10 Oct 2024
E-commerce Webpage Recommendation Scheme Base on Semantic Mining and Neural Networks Wenchao Zhao Xiaoyi Liu Ruilin Xu Lingxi Xiao Muqing Li 15 9 0 11 Sep 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 39 0 0 02 Sep 2024
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks? Sicheng Wang Che Liu Rossella Arcucci VLM MedIm 27 0 0 31 Aug 2024
A comparative study of generative adversarial networks for image recognition algorithms based on deep learning and traditional methods Yihao Zhong Yijing Wei Yingbin Liang Xiqing Liu Rongwei Ji Yiru Cang GAN 29 13 0 07 Aug 2024
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning Yufeng Li Wenchao Zhao Bo Dang Xu Yan Weimin Wang Min Gao Mingxuan Xiao GNN 17 15 0 23 Jul 2024
Applying Conditional Generative Adversarial Networks for Imaging Diagnosis Haowei Yang Yuxiang Hu Shuyao He Ting Xu Jiajie Yuan Xingxin Gu GAN MedIm 28 10 0 17 Jul 2024
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities Pranav Poudel Prashant Shrestha Sanskar Amgain Y. Shrestha P. Gyawali Binod Bhattarai 44 0 0 11 Jul 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das S. K. Roy Indu Joshi Pravendra Singh 21 2 0 06 Jul 2024
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models João Matos Jack Gallifant Jian Pei A. I. Wong 18 4 0 28 Jun 2024
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective David Restrepo Chenwei Wu Constanza Vásquez-Venegas João Matos Jack Gallifant Leo Anthony Celi Danielle S. Bitterman Luis Filipe Nakayama 40 5 0 19 Jun 2024
CU-Net: a U-Net architecture for efficient brain-tumor segmentation on BraTS 2019 dataset Qimin Zhang Weiwei Qi Huili Zheng Xinyu Shen 32 30 0 19 Jun 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 27 4 0 29 May 2024
TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token Prediction Yinda Chen Haoyuan Shi Xiaoyu Liu Te Shi Ruobing Zhang Dong Liu Zhiwei Xiong Feng Wu 39 9 0 27 May 2024
Investigation of Customized Medical Decision Algorithms Utilizing Graph Neural Networks Yafeng Yan Shuyao He Zhou Yu Jiajie Yuan Ziang Liu Yan Chen 35 11 0 23 May 2024
Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data Yinqiu Feng Bo Zhang Lingxi Xiao Yutian Yang Gegen Tana Zexi Chen GAN MedIm 31 10 0 22 May 2024
Application of Multimodal Fusion Deep Learning Model in Disease Recognition Xiaoyi Liu Hongjie Qiu Muqing Li Zhou Yu Yutian Yang Yafeng Yan 35 17 0 22 May 2024
Research on Image Recognition Technology Based on Multimodal Deep Learning Jinyin Wang Xingchen Li Yixuan Jin Yihao Zhong Keke Zhang Chang Zhou 37 36 0 06 May 2024
Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment Danqing Ma Meng Wang Ao Xiang Zongqing Qi Qin Yang 27 17 0 19 Apr 2024
End-To-End Training and Testing Gamification Framework to Learn Human Highway Driving Satya R. Jaladi Zhimin Chen Narahari R. Malayanur Raja M. Macherla Bing Li 28 7 0 16 Apr 2024
Image Captioning in news report scenario Tianrui Liu Qi Cai Changxin Xu Bo Hong Jize Xiong Yuxin Qiao Tsungwei Yang 33 11 0 24 Mar 2024
Rumor Detection with a novel graph neural network approach Tianrui Liu Qi Cai Changxin Xu Bo Hong Fanghao Ni Yuxin Qiao Tsungwei Yang 34 19 0 24 Mar 2024
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval Yinda Chen Che Liu Xiaoyu Liu Rossella Arcucci Zhiwei Xiong 53 14 0 24 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 80 34 0 17 Mar 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement Che Liu Zhongwei Wan Ouyang Cheng Anand Shah Wenjia Bai Rossella Arcucci 28 27 0 11 Mar 2024
Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models Qiuhui Chen Huping Ye Yi Hong MedIm 30 1 0 08 Mar 2024
Accelerating Parallel Sampling of Diffusion Models Zhiwei Tang Jiasheng Tang Hao Luo Fan Wang Tsung-Hui Chang 30 11 0 15 Feb 2024
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 27 14 0 11 Dec 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 24 1 0 24 Nov 2023
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training Che Liu Sibo Cheng Miaojing Shi Anand Shah Wenjia Bai Rossella Arcucci 17 26 0 11 Oct 2023
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images Che Liu Anand Shah Wenjia Bai Rossella Arcucci MedIm 13 12 0 10 Oct 2023
Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning Yinda Chen Wei Huang Shenglong Zhou Qi Chen Zhiwei Xiong 15 25 0 06 Oct 2023
ETP: Learning Transferable ECG Representations via ECG-Text Pre-training Che Liu Zhongwei Wan Sibo Cheng Mi Zhang Rossella Arcucci 14 36 0 06 Sep 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 24 20 0 19 Aug 2023
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Che Liu Sibo Cheng C. L. P. Chen Mengyun Qiao Weitong Zhang Anand Shah Wenjia Bai Rossella Arcucci VLM 17 55 0 17 Jul 2023
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles Zhiwei Tang Dmitry Rybin Tsung-Hui Chang ALM DiffM 31 25 0 07 Mar 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 27 52 0 02 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022