SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

18 February 2021

Xiao-Ming Wu

Papers citing "SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering"

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Title
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration Honglong Yang Shanshan Song Yi Qin Lehan Wang Haonan Wang Xinpeng Ding Qixiang Zhang Bodong Du X. Li LM&MA 31 0 0 11 May 2025
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks Wenqi Zeng Yuqi Sun Chenxi Ma Weimin Tan Bo Yan LM&MA VLM 52 0 0 09 May 2025
Structure Causal Models and LLMs Integration in Medical Visual Question Answering Zibo Xu Qiang Li Weizhi Nie Weijie Wang Anan Liu CML MedIm 47 0 0 05 May 2025
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding Trilok Padhi R. Kaur Adam D. Cobb Manoj Acharya Anirban Roy Colin Samplawski Brian Matejek Alexander M. Berenbeim Nathaniel D. Bastian Susmit Jha 28 0 0 30 Apr 2025
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 75 0 0 30 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
Anyprefer: An Agentic Framework for Preference Data Synthesis Yiyang Zhou Z. Wang Tianle Wang Shangyu Xing Peng Xia ... Chetan Bansal Weitong Zhang Ying Wei Mohit Bansal Huaxiu Yao 61 0 0 27 Apr 2025
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Songtao Jiang Yuan Wang Sibo Song Y. Zhang Zijie Meng Bohan Lei Jian Wu Jimeng Sun Zuozhu Liu MedIm VLM 37 0 0 20 Apr 2025
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging Tan-Hanh Pham Chris Ngo Trong-Duong Bui Minh Luu Quang Tan-Huong Pham Truong Son-Hy 27 0 0 14 Apr 2025
DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning Yining Zhao Ali Braytee Mukesh Prasad VLM MedIm 30 0 0 13 Apr 2025
A Lightweight Large Vision-language Model for Multimodal Medical Images Belal Alsinglawi Chris McCarthy Sara Webb Christopher Fluke Navid Toosy Saidy LM&MA 42 0 0 08 Apr 2025
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 40 1 0 06 Apr 2025
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles Chen Wei Kuo Kevin Chu Nouar Aldahoul Hazem Ibrahim Talal Rahwan Yasir Zaki SyDa 54 0 0 04 Apr 2025
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano M. W. Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 96 1 0 26 Mar 2025
MedAgent-Pro: Towards Multi-modal Evidence-based Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Chang Han Low Yueming Jin LRM 57 1 0 21 Mar 2025
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models Haiyang Yu Siyang Yi Ke Niu Minghan Zhuo Bin Li LM&MA 45 0 0 20 Mar 2025
Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI Micky C. Nnamdi J. Ben Tamo Wenqi Shi M. D. Wang AI4CE 43 0 0 20 Mar 2025
MedHEval: Benchmarking Hallucinations and Mitigation Strategies in Medical Large Vision-Language Models Aofei Chang Le Huang Parminder Bhatia Taha A. Kass-Hout Fenglong Ma Cao Xiao VLM 77 0 0 04 Mar 2025
BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQA Zhengyang Ji Shang Gao Li Liu Yifan Jia Yutao Yue 41 0 0 04 Mar 2025
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models Y. Huang Peng Ye Chenyu Huang Jianjian Cao Lin Zhang Baopu Li Gang Yu Tao Chen MoMe MoE 55 1 0 03 Mar 2025
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models Qiao Yan Yuchen Yuan Xiaowei Hu Yihan Wang Jiaqi Xu Jinpeng Li Chi-Wing Fu Pheng Ann Heng MLLM VLM LM&MA 53 0 0 28 Feb 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen C. Ouyang Daniel Rueckert LRM LM&MA VLM 65 11 0 26 Feb 2025
Vision Language Models in Medicine Beria Chingnabe Kalpelbe Angel Gabriel Adaambiik Wei Peng VLM LM&MA 89 2 0 24 Feb 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression Linjie Mu Zhongzhen Huang Shengqian Qin Yakun Zhu S. Zhang Xiaofan Zhang 38 0 0 17 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 122 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 93 153 0 28 Jan 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 154 205 0 10 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 58 3 0 08 Jan 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 88 11 0 06 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding Chenxin Tao Shiqian Su X. Zhu Chenyu Zhang Zhe Chen ... Wenhai Wang Lewei Lu Gao Huang Yu Qiao Jifeng Dai MLLM VLM 104 2 0 20 Dec 2024
MedCoT: Medical Chain of Thought via Hierarchical Expert Jiaxiang Liu Yuan Wang Jiawei Du Joey Tianyi Zhou Zuozhu Liu LRM 76 9 0 18 Dec 2024
ACE- $M^3$ : Automatic Capability Evaluator for Multimodal Medical Models Xiechi Zhang Shunfan Zheng Linlin Wang Gerard de Melo Zhu Cao Xiaoling Wang Liang He ELM 108 0 0 16 Dec 2024
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu Peng Xia Yun-Qing Li Hongtu Zhu Sheng Wang Huaxiu Yao 103 1 0 09 Dec 2024
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 76 2 0 03 Dec 2024
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 89 2 0 29 Nov 2024
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 120 0 0 25 Nov 2024
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training Ameera Bawazir Kebin Wu Wenbin Li CLIP 74 1 0 20 Nov 2024
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model Yiming Shi Xun Zhu Ying Hu Chenyi Guo Miao Li Ji Wu 71 1 0 19 Nov 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 90 4 0 19 Nov 2024
Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry Wenjun Hou Yi Cheng Kaishuai Xu Yan Hu Wenjie Li Jiang-Dong Liu 28 0 0 17 Nov 2024
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? Daniel P. Jeong Saurabh Garg Zachary Chase Lipton Michael Oberst LM&MA VLM ELM 37 9 0 06 Nov 2024
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset Ngoc Dung Huynh Mohamed Reda Bouadjenek Sunil Aryal Imran Razzak Hakim Hacid 26 0 0 30 Oct 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 5 0 28 Oct 2024
Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering Zhilin Zhang Jie Wang Zhanghao Qin Ruiqi Zhu Xiaoliang Gong MedIm 39 0 0 28 Oct 2024
Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering He Zhu Ren Togo Takahiro Ogawa Miki Haseyama MedIm 21 0 0 23 Oct 2024
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound Xuechen Guo Wenhao Chai Shi-Yan Li Gaoang Wang 33 6 0 19 Oct 2024
SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation Junda Wang Yujan Ting Eric Z. Chen Hieu Tran Hong-ye Yu Weijing Huang Terrence Chen VLM LM&MA 42 1 0 19 Oct 2024
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine Lingxiao Luo Bingda Tang Xuanzhong Chen Rong Han Ting Chen VLM 24 2 0 16 Oct 2024
Can We Predict Performance of Large Models across Vision-Language Tasks? Qinyu Zhao Ming Xu Kartik Gupta Akshay Asthana Liang Zheng Stephen Gould 39 0 0 14 Oct 2024