PRIOR: Prototype Representation Joint Learning from Medical Images and Reports

24 July 2023

Papers citing "PRIOR: Prototype Representation Joint Learning from Medical Images and Reports"

37 / 37 papers shown

Title
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 48 1 0 02 Mar 2025
Progressive Local Alignment for Medical Multimodal Pre-training Huimin Yan Xian Yang Liang Bai Jiye Liang 67 0 0 25 Feb 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
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training Ameera Bawazir Kebin Wu Wenbin Li CLIP 60 1 0 20 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 30 0 0 29 Oct 2024
Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity Hanqi Jiang Xixuan Hao Yuzhou Huang Chong Ma Jiaxun Zhang Yi Pan Ruimao Zhang MedIm 30 0 0 01 Oct 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 46 1 0 26 Sep 2024
HYDEN: Hyperbolic Density Representations for Medical Images and Reports Zhi Qiao Linbin Han Xiantong Zhen Jia-Hong Gao Zhen Qian 20 0 0 19 Aug 2024
Multi-Modal CLIP-Informed Protein Editing Mingze Yin Hanjing Zhou Yiheng Zhu Miao Lin YiXuan Wu ... Hongxia Xu Chang-Yu Hsieh Tingjun Hou Jintai Chen Jian Wu 33 7 0 27 Jul 2024
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring Shreyank N. Gowda David A. Clifton MedIm 26 1 0 23 Jul 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
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 40 27 0 16 Jun 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Bing-Huang Su Wayne Xin Zhao Ji-Rong Wen 27 2 0 30 May 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 22 1 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 20 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 26 1 0 15 May 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 22 1 0 14 May 2024
Topicwise Separable Sentence Retrieval for Medical Report Generation Junting Zhao Yang Zhou Zhihao Chen Huazhu Fu Liang Wan MedIm 25 1 0 07 May 2024
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 Zhusi Zhong Jie Li Zhuoqi Ma Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Xinbo Gao Michael Atalay Zhicheng Jiao 22 0 0 05 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
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Yu Qiao Huy Q. Le Mengchun Zhang Apurba Adhikary Chaoning Zhang Choong Seon Hong FedML 25 7 0 14 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
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
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Chong Ma Hanqi Jiang Wenting Chen Yiwei Li Zihao Wu ... Dajiang Zhu Tuo Zhang Dinggang Shen Tianming Liu Xiang Li 11 0 0 19 Mar 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning Zhe Li Laurence T. Yang Bocheng Ren Xin Nie Zhangyang Gao Cheng Tan Stan Z. Li VLM 10 11 0 03 Feb 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 22 2 0 25 Jan 2024
Prototype-based Cross-Modal Object Tracking Lei Liu Chenglong Li Futian Wang Longfeng Shen Jin Tang 31 0 0 22 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 31 6 0 20 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 43 0 12 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 27 14 0 11 Dec 2023
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training Che Liu Ouyang Cheng Sibo Cheng Anand Shah Wenjia Bai Rossella Arcucci VLM MedIm 8 8 0 03 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
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 11 19 0 20 Oct 2022
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 4,010 0 28 Jan 2022
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 132 79 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020