北欧社区医院结直肠ESD学习曲线与临床结果数据集
挪威社区医院131例结直肠ESD的前瞻性队列数据,包含切除率、并发症及学习曲线相关指标。

基本信息
资源简介
北欧社区医院结直肠ESD学习曲线与临床结果数据集
【数据集背景】
本数据集源站标题为《Colorectal ESD in a nordic community hospital: learning curves and clinical outcomes》。配套论文《Colorectal ESD in a nordic community hospital: learning curves and clinical outcomes》发表于 Scandinavian Journal of Gastroenterology(2025),DOI:10.1080/00365521.2025.2553279。项目资助方:No funding was received.。源站首次发布:2025-08-30。
【数据内容】
源站原始描述:Endoscopic submucosal dissection (ESD) enables en-bloc resection of large (>2cm) colorectal lesions. Despite its proven benefits, ESD remains underutilized in many countries. We evaluated the quality and safety of colorectal ESD resections during the implementation of this technique in a Norwegian endoscopy centre. This single centre cohort study included all ESD-procedures performed from March 2021 until March 2025 in a Norwegian community hospital. All data were registered prospectively for qu…
【数据结构与技术规格】
文件数 2 个,合计 55.09 KB。Figures_250812.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,29.14 KB。Tables_250812.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,25.96 KB。数据集 DOI:10.6084/m9.figshare.30016856.v1。
【主题与分类】
源站学科分类:Space Science、Medicine、Cell Biology、Biotechnology、Chemical Sciences not elsewhere classified。主题标签:Endoscopic submucosal dissection (ESD)、endoscopic intermuscular dissection (EID)、endoscopy、colorectal polyps、rectal polyps、early colorectal cancer (T1)、en-bloc resection、learning curves in endoscopy。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://tandf.figshare.com/articles/dataset/Colorectal_ESD_in_a_nordic_community_hospital_learning_curves_and_clinical_outcomes/30016856
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Colorectal ESD in a nordic community hospital: learning curves and clinical outcomes. Taylor & Francis. Nilsen, Jens Aksel; Juul, Frederik Emil; Egeland, Anders; Tandberg, Petter; Norvard, Espen; Lund-Iversen, Terje; et al
【使用注意】
· 源站最后修改于 2025-10-28,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Colorectal ESD in a nordic community hospital: learning curves and clinical outcomes
- DOI:10.6084/m9.figshare.30016856.v1
- 发布日期:2025-08-30
- 文件数:2 个
- 文件总体积:55.09 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Colorectal_ESD_in_a_nordic_community_hospital_learning_curves_and_clinical_outcomes/30016856
命令行下载
curl -L -o "Figures_250812.docx" "https://ndownloader.figshare.com/files/57528998"
curl -L -o "Tables_250812.docx" "https://ndownloader.figshare.com/files/57529001"
文件清单
Figures_250812.docx(29.14 KB)Tables_250812.docx(25.96 KB)
文件总体积 55.09 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
Endoscopic submucosal dissection (ESD) enables en-bloc resection of large (>2cm) colorectal lesions. Despite its proven benefits, ESD remains underutilized in many countries. We evaluated the quality and safety of colorectal ESD resections during the implementation of this technique in a Norwegian endoscopy centre.
This single centre cohort study included all ESD-procedures performed from March 2021 until March 2025 in a Norwegian community hospital. All data were registered prospectively for quality and safety purposes. Main outcomes were en-bloc and complete (R0) resection rates as well as curative rate and complications. Additional outcomes were dissection time and speed. Outcomes were compared in three equal periods.
In total, 131 procedures were performed, 105 (83%) were outpatient procedures and 123 (94%) were completed. En-bloc resection was achieved in 117 (95%), R0 resections in 98 (80%) and curative resections in 84 (68%). Complications occurred in 19 (15%) patients, intraprocedural in five (4%) and post-procedural in 14 (11%). All intraprocedural perforations (n = 3) were managed endoscopically. One patient (0,7%) had emergency surgery due to a suspicion of perforation (Clavien-Dindo score IIIb). Elective completion surgery was required in 15 patients (11%). Median dissection time was 135 min (interquartile range [IQR]: 100–195) in the first period and 80 min (IQR: 56–110) in the third period. Dissection speed (in mm2/min) increased from 13 (IQR: 10–20) in the first period, to 26 (IQR: 19–38) in the third period.
Colorectal ESD can be safely and effectively implemented in the Nordic setting.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.30016856.v1(source: https://tandf.figshare.com/articles/dataset/Colorectal_ESD_in_a_nordic_community_hospital_learning_curves_and_clinical_outcomes/30016856)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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