Utilizing Synthetic Data for Medical Vision-Language Pre-training:
Bypassing the Need for Real Images

Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images

10 October 2023

Rossella Arcucci

Papers citing "Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images"

9 / 9 papers shown

Title
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 69 2 0 17 Oct 2024
ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology Reports Vishwanatha M. Rao Serena Zhang J. N. Acosta Subathra Adithan Pranav Rajpurkar MedIm 34 1 0 17 Sep 2024
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks? Sicheng Wang Che Liu Rossella Arcucci VLM MedIm 43 0 0 31 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 30 1 0 10 Aug 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 42 28 0 11 Mar 2024
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 28 2 0 12 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 34 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 23 8 0 03 Dec 2023
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training Che Liu Sibo Cheng Miaojing Shi Anand Shah Wenjia Bai Rossella Arcucci 24 26 0 11 Oct 2023