Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images

27 February 2023

Papers citing "Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images"

50 / 69 papers shown

Title
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis Shuang Zhou Jiashuo Wang Zidu Xu Song Wang David Brauer ... Zaifu Zhan Yu Hou Mingquan Lin Genevieve B. Melton Rui Zhang 38 0 0 06 May 2025
Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Early Lung Cancer Detection Luoting Zhuang Seyed Mohammad Hossein Tabatabaei Ramin Salehi-Rad Linh M. Tran Denise R. Aberle Ashley E. Prosper William Hsu 31 0 0 30 Apr 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 31 0 0 10 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text? Julio Silva-Rodríguez Jose Dolz Ismail ben Ayed VLM MedIm 29 0 0 07 Apr 2025
LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? Bangyan Li Wenxuan Huang Yunhang Shen Y. Wang Shaohui Lin ... Ling You Yinqi Zhang Ke Li Xing Sun Y. Sun 50 1 0 10 Mar 2025
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment Junhyun Park Chanyu Moon Donghwan Lee Kyungsu Kim Minho Hwang VLM MedIm 57 0 0 03 Mar 2025
A Comparison of Object Detection and Phrase Grounding Models in Chest X-ray Abnormality Localization using Eye-tracking Data Elham Ghelichkhan Tolga Tasdizen 31 0 0 02 Mar 2025
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion Amar Kumar Anita Kriz Mohammad Havaei Tal Arbel MedIm 38 2 0 28 Feb 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 34 3 0 27 Feb 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 42 0 0 27 Feb 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Che Liu C. Ouyang Zhongwei Wan Haozhe Wang Wenjia Bai Rossella Arcucci 49 1 0 25 Feb 2025
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection Yuguang Yang Tongfei Chen Haoyu Huang Linlin Yang Chunyu Xie Dawei Leng Xianbin Cao Baochang Zhang MedIm 39 0 0 22 Feb 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Lukas Buess Matthias Keicher Nassir Navab Andreas K. Maier Soroosh Tayebi Arasteh LM&MA 110 0 0 13 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 88 151 0 28 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 34 0 0 20 Jan 2025
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 69 2 0 03 Dec 2024
Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation Chong Wang Fengbei Liu Yuanhong Chen Helen Frazer Gustavo Carneiro 27 2 0 07 Nov 2024
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays Yang Zhou Tan Li Hui Faith Yanyu Xu Sicong Leng Xinxing Xu Yong Liu Rick Siow Mong Goh SSL VLM LM&MA MedIm 27 0 0 29 Oct 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 50 2 0 17 Oct 2024
Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey Zihan Yu Tianxiao Li Yuxin Zhu Rongze Pan 33 0 0 10 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 35 3 0 08 Oct 2024
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks? Sicheng Wang Che Liu Rossella Arcucci VLM MedIm 24 0 0 31 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 32 16 0 23 Aug 2024
HSDreport: Heart Sound Diagnosis with Echocardiography Reports Zihan Zhao Pingjie Wang Liudan Zhao Yuchen Yang Ya Zhang Kun Sun Xin Sun Xin Zhou Yu Wang Yanfeng Wang 25 1 0 16 Aug 2024
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling Kai Yu Yang Zhou Yang Bai Z. Soh Xinxing Xu Rick Siow Mong Goh Ching-Yu Cheng Yong Liu VLM 23 1 0 10 Aug 2024
LiteGPT: Large Vision-Language Model for Joint Chest X-ray Localization and Classification Task Khai Le-Duc Ryan Zhang Ngoc Son Nguyen Tan-Hanh Pham Anh Dao Ba Hung Ngo Anh Totti Nguyen Truong Son-Hy MedIm LM&MA 22 3 0 16 Jul 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy Praveenbalaji Rajendran Yong Yang Thomas R. Niedermayr Michael Gensheimer Beth Beadle Quynh Le Lei Xing Xianjin Dai 28 2 0 10 Jul 2024
DWARF: Disease-weighted network for attention map refinement Haozhe Luo Aurélie Pahud de Mortanges Oana Inel Abraham Bernstein Mauricio Reyes MedIm 18 2 0 24 Jun 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 38 3 0 23 May 2024
Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Zhusi Zhong Zhicheng Jiao Grayson Baird Harrison X. Bai Qiguang Miao 18 4 0 23 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 24 1 0 15 May 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 30 0 0 10 May 2024
Pre-training on High Definition X-ray Images: An Experimental Study Xiao Wang Yuehang Li Wentao Wu Jiandong Jin Yao Rong Bowei Jiang Chuanfu Li Jin Tang MedIm ViT LM&MA 31 3 0 27 Apr 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya-Qin Zhang Weidi Xie Yanfeng Wang VLM 24 6 0 15 Apr 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models Weiwei Cao Jianpeng Zhang Yingda Xia Tony C. W. Mok Zi Li X. Ye Le Lu Jian Zheng Yuxing Tang Ling Zhang 22 1 0 07 Apr 2024
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training Haozhe Luo Ziyu Zhou Corentin Royer Anjany Sekuboyina Bjoern H. Menze VLM ViT MedIm 36 6 0 04 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 26 0 04 Apr 2024
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction Chen Chen Lei Li M. Beetz Abhirup Banerjee Ramneek Gupta Vicente Grau 19 3 0 15 Mar 2024
Anatomical Structure-Guided Medical Vision-Language Pre-training Qingqiu Li Xiaohan Yan Jilan Xu Runtian Yuan Yuejie Zhang Rui Feng Quanli Shen Xiaobo Zhang Shujun Wang 24 5 0 14 Mar 2024
A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data Yifan Wu Yang Liu Yue Yang Michael S. Yao Wenli Yang ... Yueming Liu James C. Gee Xuan Yang Wenbin Wei Shi Gu 14 1 0 08 Mar 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification Haoran Lai Qingsong Yao Zihang Jiang Rongsheng Wang Zhiyang He Xiaodong Tao S. Kevin Zhou MedIm 26 12 0 27 Feb 2024
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging Yuzhe Yang Yujia Liu Xin Liu A. Gulhane Domenico Mastrodicasa Wei Wu Edward J Wang Dushyant W. Sahani Shwetak N. Patel 45 7 0 22 Feb 2024
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement Cheng Li Weijian Huang Hao Yang Jiarun Liu Shanshan Wang MedIm 17 3 0 21 Jan 2024
Enhancing medical vision-language contrastive learning via inter-matching relation modelling Mingjian Li Mingyuan Meng M. Fulham David Dagan Feng Lei Bi Jinman Kim VLM 28 1 0 19 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 21 20 0 04 Jan 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie VLM MedIm 30 36 0 28 Dec 2023
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 30 5 0 26 Dec 2023
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training Rongsheng Wang Qingsong Yao Haoran Lai Zhiyang He Xiaodong Tao Zihang Jiang S.Kevin Zhou VLM MedIm 28 6 0 20 Dec 2023
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 13 5 0 18 Dec 2023
UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification Tianjie Dai Ruipeng Zhang Feng Hong Jiangchao Yao Ya-Qin Zhang Yanfeng Wang 12 8 0 18 Dec 2023