kapilaswastik/DMR-IR
收藏Hugging Face2026-04-24 更新2026-04-26 收录
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https://hf-mirror.com/datasets/kapilaswastik/DMR-IR
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资源简介:
DMR-IR数据集是一个用于乳腺研究的红外成像数据库,包含TIFF格式的原始温度图像和临床元数据。该数据集基于在Antônio Pedro大学医院获取的临床数据,包括红外图像、数字化乳腺X光片以及来自筛查和妇科部门的患者相关临床数据。红外图像使用FLIR SC620热像仪拍摄,灵敏度小于0.04°C,捕捉范围为-40°C至500°C,分辨率为640×480像素。数据采集经过伦理委员会批准,并在巴西卫生部注册。在处理的版本中,原始温度矩阵已转换为TIFF格式,临床元数据用于通过自定义Python函数生成描述性文本提示,以促进多模态研究。
The DMR-IR dataset is an infrared imaging database for Mamma Research, developed from clinical data acquired at the Antônio Pedro University Hospital. It comprises IR images, digitized mammograms, and associated clinical data from patients in both the screening and gynecologic departments. The IR images were captured using a FLIR SC620 thermal camera with a sensitivity of less than 0.04°C and a capture range of -40°C to 500°C, at a resolution of 640 × 480 pixels. Data acquisition was approved by the Ethical Committee and registered with the Brazilian Ministry of Health. In our processed version, the original temperature matrices have been converted to TIFF format. Additionally, clinical metadata has been used to generate descriptive text prompts via a custom Python function, summarizing personal, clinical, and protocol information to facilitate multimodal research.
提供机构:
kapilaswastik



