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。

SciELO journalsSciELO journals
DataCite Commons
2022-06-02 更新
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表格Risk factorsPostoperative complicationsQualityindicatorshealthcareEndoscopygastrointestinal.
ERCP PERFORMANCE IN A TERTIARY BRAZILIAN CENTER: FOCUS ON NEW RISK FACTORS, COMPLICATIONS AND QUALITY INDICATORS

基本信息

模态
表格
大小
0.000045056 GB
许可
CC BY 4.0
创建/更新时间
2022-06-02
版本
v1

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。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

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?

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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