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The significant breakthroughs of Medical Multi-Modal Large Language Models (Med-MLLMs) renovate modern healthcare with robust information synthesis and medical decision support.
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The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions
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A multi-organ nucleus segmentation challenge
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A comprehensive study of gpt-4v’s multimodal capabilities in medical imaging
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OpenAI. 2023 · 2023
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Arya Shah. 2019 · 2019
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A dataset of microscopic peripheral blood cell images for development of automatic recognition systems
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Hypermobile ehlers-danlos syndromes: Complex phenotypes, challenging diagnoses, and poorly understood causes
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Xuehai He. 2021 · 2021
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Gemini: a family of highly capable multimodal models
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Xraygpt: Chest radiographs summarization using medical vision-language models
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Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, and Bingbing Ni. 2023 · 2023
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Skingpt-4: an interactive dermatology diagnostic system with visual large language model
Juexiao Zhou, Xiaonan He, Liyuan Sun, Jiannan Xu, Xiuying Chen, Yuetan Chu, Longxi Zhou, Xingyu Liao, Bin Zhang, and Xin Gao. 2023 · 2023
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Minigpt-4: Enhancing vision-language understanding with advanced large language models
Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, and Mohamed Elhoseiny. 2023 · 2023
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https://www.anthropic.com/news/claude-3-5-sonnet
Claude. 2024 · 2024
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Omnimedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm
Yutao Hu, Tianbin Li, Quanfeng Lu, Wenqi Shao, Junjun He, Yu Qiao, and Ping Luo. 2024 · 2024
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Can multiple-choice questions really be useful in detecting the abilities of llms?
Wangyue Li, Liangzhi Li, Tong Xiang, Xiao Liu, Wei Deng, and Noa Garcia. 2024 · 2024
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Gpt-4o(mni) system card
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A generalist vision–language foundation model for diverse biomedical tasks
Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu, Zhengliang Liu, Xun Chen, Brian D Davison, Hui Ren, et al. 2024 · 2024
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