MMBERT: Multimodal BERT Pretraining for Improved Medical VQA

MMBERT: Multimodal BERT Pretraining for Improved Medical VQA

3 April 2021

Papers citing "MMBERT: Multimodal BERT Pretraining for Improved Medical VQA"

14 / 14 papers shown

Title
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings Jiajun Qin Yuan Pu Zhuolun He Seunggeun Kim David Z. Pan Bei Yu 22 0 0 17 May 2025
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare Amara Tariq Rimita Lahiri Charles Kahn Imon Banerjee 36 0 0 12 May 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Linghan Cai Chang Han Low Xihong Yang Qiaxuan Li Yueming Jin LRM 70 2 0 21 Mar 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis Bo Liu K. Zou Liming Zhan Zexin Lu Xiaoyu Dong Yidi Chen Chengqiang Xie Jiannong Cao Xiao-Ming Wu Huazhu Fu 134 0 0 25 Nov 2024
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest Xupeng Chen Zhixin Lai Kangrui Ruan Shichu Chen Jiaxiang Liu Zuozhu Liu 43 1 0 27 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 40 0 0 01 Oct 2024
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA Elham J. Barezi Parisa Kordjamshidi CoGe 37 0 0 27 Jun 2024
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering Tiancheng Gu Kaicheng Yang Dongnan Liu Weidong Cai MedIm 46 2 0 19 Apr 2024
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 45 5 0 18 Dec 2023
ChatGPT for Shaping the Future of Dentistry: The Potential of Multi-Modal Large Language Model Hanyao Huang Ou Zheng Dongdong Wang Jiayi Yin Zijin Wang ... H. Yin Chuan Xu Renjie Yang Q. Zheng B. Shi MedIm AI4MH AI4CE LM&MA 58 176 0 23 Mar 2023
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models Tom van Sonsbeek Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek M. Worring LM&MA 16 51 0 10 Mar 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 34 29 0 17 Feb 2023
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering Chenlu Zhan Peng Peng Hongsen Wang Tao Chen Hongwei Wang MedIm 25 3 0 21 Dec 2022
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering Shanshan Song Jiangyun Li Junchang Wang Yuan Cai Wenkai Dong 13 0 0 11 Nov 2022