datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
open-pmc-18m
OPEN-PMC
Arxiv: Arxiv
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Code: Open-PMC Github
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Model Checkpoint: Hugging Face
Dataset Summary
This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:
Extracted images from research articles.… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/open-pmc-18m.open-pmc
OPEN-PMC
Arxiv: Arxiv
|
Code: Open-PMC Github
|
Model Checkpoint: Hugging Face
Dataset Summary
This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:
Extracted images from research articles.… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/open-pmc.open-pmc-18m
OPEN-PMC
Arxiv: Arxiv
|
Code: Open-PMC Github
|
Model Checkpoint: Hugging Face
Dataset Summary
This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:
Extracted images from research articles.… See the full description on the dataset page: https://huggingface.co/datasets/chjudy/open-pmc-18m.pmcarchivePMC_OA_Dental
Dental PMC Image-Caption Dataset
数据集描述
这是一个口腔医学领域的图像-标题对数据集，来源于PubMed Central (PMC) 开放获取文章。
数据集内容
图片数量: 22张医学图片
格式: JPG和PNG（GIF转换）
每张图片包含:
图像数据（jpg或png格式）
标题/描述文本（txt）
丰富的元数据（json）
元数据字段
{
"accession_id": "PMC文章ID",
"pmid": "PubMed ID",
"title": "文章标题",
"journal": "期刊名称",
"image_id": "图片ID",
"image_file_name": "原始文件名",
"image_hash": "图片哈希值",
"license": "许可证（通常为cc-by）",
"keywords": ["关键词列表"],
"context": ["相关上下文段落"]
}
数据来源… See the full description on the dataset page: https://huggingface.co/datasets/duanyt/PMC_OA_Dental.