巴西三级医院ERCP表现:聚焦新风险因素、并发症和质量指标
巴西三级医院194名患者ERCP手术数据,记录并发症和质量指标,识别出六个术后并发症风险因素。

基本信息
资源简介
巴西三级医院ERCP表现:聚焦新风险因素、并发症和质量指标
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 8 个文件、合计 45.06 KB,主题涵盖 Risk factors、Postoperative complications、Qualityindicators, healthcare、Endoscopy, gastrointestinal.,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《ERCP PERFORMANCE IN A TERTIARY BRAZILIAN CENTER: FOCUS ON NEW RISK FACTORS, COMPLICATIONS AND QUALITY INDICATORS》。配套论文《ERCP PERFORMANCE IN A TERTIARY BRAZILIAN CENTER: FOCUS ON NEW RISK FACTORS, COMPLICATIONS AND QUALITY INDICATORS》发表于 ABCD. Arquivos Brasileiros de Cirurgia Digestiva (São Paulo)(2018),DOI:10.1590/0102-672020180001e1348。源站首次发布:2022-06-02。
【数据内容】
源站原始描述:ABSTRACT Background: ERCP can lead to complications, which can be prevented by the recognition of risk factors. Aim: To identify these risk factors, with quality evaluation. Methods: Retrospective study in a Brazilian hospital in 194 patients, excluding surgically altered anatomy. Results: 211 ERCPs were performed: 97.6% were therapeutic, 83.4% were started by trainees, with deep cannulation rate of 89.6%. Precut was needed in 16.6% of the ERCPs and classic sphincterotomy in 67.3%, with 75.4% of…
【数据结构与技术规格】
文件数 8 个,合计 45.06 KB。数据集 DOI:10.6084/m9.figshare.19970988.v1。
【主题与分类】
源站学科分类:Gastroenterology and Hepatology、Surgery。主题标签:Risk factors、Postoperative complications、Qualityindicators, healthcare、Endoscopy, gastrointestinal.。
【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://scielo.figshare.com/articles/dataset/ERCP_PERFORMANCE_IN_A_TERTIARY_BRAZILIAN_CENTER_FOCUS_ON_NEW_RISK_FACTORS_COMPLICATIONS_AND_QUALITY_INDICATORS/19970988
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:BORGES, Alana Costa; ALMEIDA, Paulo César de; FURLANI, Stella Maria Torres; CURY, Marcelo de Sousa; PLESKOW, Douglas K. (2018). ERCP PERFORMANCE IN A TERTIARY BRAZILIAN CENTER: FOCUS ON NEW RISK FACTORS, COMPLICATIONS AND QUALITY INDICATORS. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,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:ERCP PERFORMANCE IN A TERTIARY BRAZILIAN CENTER: FOCUS ON NEW RISK FACTORS, COMPLICATIONS AND QUALITY INDICATORS
- DOI:10.6084/m9.figshare.19970988.v1
- 发布日期:2022-06-02
- 文件数:8 个
- 文件总体积:45.06 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/ERCP_PERFORMANCE_IN_A_TERTIARY_BRAZILIAN_CENTER_FOCUS_ON_NEW_RISK_FACTORS_COMPLICATIONS_AND_QUALITY_INDICATORS/19970988
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35568582"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35568585"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35568588"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/35568591"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/35568594"
curl -L -o "Table_6.xls" "https://ndownloader.figshare.com/files/35568597"
curl -L -o "Table_7.xls" "https://ndownloader.figshare.com/files/35568600"
curl -L -o "Table_8.xls" "https://ndownloader.figshare.com/files/35568603"
文件清单
Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(5.63 KB)Table_5.xls(5.63 KB)Table_6.xls(5.63 KB)Table_7.xls(5.63 KB)Table_8.xls(5.63 KB)
文件总体积 45.06 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
ABSTRACT Background: ERCP can lead to complications, which can be prevented by the recognition of risk factors. Aim: To identify these risk factors, with quality evaluation. Methods: Retrospective study in a Brazilian hospital in 194 patients, excluding surgically altered anatomy. Results: 211 ERCPs were performed: 97.6% were therapeutic, 83.4% were started by trainees, with deep cannulation rate of 89.6%. Precut was needed in 16.6% of the ERCPs and classic sphincterotomy in 67.3%, with 75.4% of ductal clearance at single session and 8.0% of technical failure. Inacessible papillas ocurred in 2.5% of cases. There were 2.5% of late complications and 16% of early complications. Multivariate analysis identified six predictors for early complications: fistulotomy precut (OR=3.4, p=0.010), difficult cannulation (OR=21.5, p=0.002), attending’s procedural time (OR=2.4, p=0.020), choledocholithiasis (adjusted OR=1.8, p=0.015), cannulation time (adjusted OR=3.2, p=0.018) and ERCP duration (adjusted OR=2.7, p=0.041). Conclusion: Six risk factors for post-ERCP complications were identified. ERCP duration and cannulation time are suggested as new potential quality indicators.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.19970988.v1(source: https://scielo.figshare.com/articles/dataset/ERCP_PERFORMANCE_IN_A_TERTIARY_BRAZILIAN_CENTER_FOCUS_ON_NEW_RISK_FACTORS_COMPLICATIONS_AND_QUALITY_INDICATORS/19970988)。
数据缺失?
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