Enhancing Representation in Radiography-Reports Foundation Model: A
Granular Alignment Algorithm Using Masked Contrastive Learning

Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning

12 September 2023

Cheng Li

Papers citing "Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning"

14 / 14 papers shown

Title
DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen Jiewen Yang Jiarong Guo X. Li 54 0 0 05 May 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 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
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
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 38 6 0 04 Apr 2024
Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques Weijian Huang Cheng Li Hong-Yu Zhou Jiarun Liu Hao Yang Yong Liang Guangming Shi Hairong Zheng Shanshan Wang 19 2 0 03 Jan 2024
Multimodal self-supervised learning for lesion localization Hao Yang Hong-Yu Zhou Cheng Li Weijian Huang Jiarun Liu Yong Liang Shanshan Wang SSL 22 3 0 03 Jan 2024
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval Zeqiang Wei Kai Jin Xiuzhuang Zhou MedIm 17 4 0 26 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
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis Yingshu Li Yunyi Liu Zhanyu Wang Xinyu Liang Lei Wang Lingqiao Liu Leyang Cui Zhaopeng Tu Longyue Wang Luping Zhou ELM LM&MA 27 36 0 31 Oct 2023
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision Bobby Azad Reza Azad Sania Eskandari Afshin Bozorgpour A. Kazerouni I. Rekik Dorit Merhof VLM MedIm 93 57 0 28 Oct 2023
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training Zhihong Chen Yu Du Jinpeng Hu Yang Liu Guanbin Li Xiang Wan Tsung-Hui Chang 79 107 0 15 Sep 2022
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