遇见数据集

Temporal Segmentation Annotation for the REAL-Colon dataset

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DataCite Commons2025-06-01 更新2024-08-19 收录
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This repository contains the temporal annotation of the REAL-Colon dataset.The REAL-Colon dataset comprises 60 recordings of real-world colonoscopies and can be accessed here. The dataset encompasses four different clinical studies (001 to 004), with each study contributing 15 videos. At the dataset location, compressed folders titled <i>SSS-VVV_frames</i> contain video frames, where <i>SSS</i> indicates the clinical study (001 to 004) and <i>VVV</i> represents the video name (001 to 015).Here, we upload additional temporal annotation for each video contained in 60 distinct <i>SSS-VVV</i>.csv indicating for each frame in <i>SSS-VVV_frames</i> its temporal annotation.The annotations categorize each frame into three colonoscopy phase labels: outside, insertion, and withdrawal. The withdrawal phase is further divided into seven colon segment classes: cecum, ileum, ascending colon, transverse colon, descending colon, sigmoid colon, and rectum. This results in a total of 9 distinct labels.<br><br><br>

本仓库包含REAL-Colon数据集的时序标注信息。REAL-Colon数据集包含60段真实结肠镜检查录像,可通过此处获取。该数据集涵盖4项独立临床研究(编号001至004),每项研究提供15段录像。在数据集存储路径下,名为<i>SSS-VVV_frames</i>的压缩文件夹存储对应视频帧,其中<i>SSS</i>代表临床研究编号(001至004),<i>VVV</i>代表录像名称(001至015)。本次上传的是针对全部60段独立<i>SSS-VVV</i>录像的补充时序标注:60个对应的<i>SSS-VVV</i>.csv文件将标注<i>SSS-VVV_frames</i>中每帧图像的时序类别。本次标注将每帧图像划分为3类结肠镜检查阶段标签:肠腔外(outside)、进镜(insertion)与退镜(withdrawal);其中退镜阶段还可进一步细分为7种结肠节段类别:盲肠(cecum)、回肠(ileum)、升结肠(ascending colon)、横结肠(transverse colon)、降结肠(descending colon)、乙状结肠(sigmoid colon)与直肠(rectum)。总计包含9种独立标注标签。

提供机构:
figshare
创建时间:
2024-08-02
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