延迟移植肾功能持续时间对死亡供体肾移植功能和存活的长期影响
包含517例死亡供肾移植受者数据,分析延迟移植肾功能持续时间对移植肾功能和存活的影响。

基本信息
资源简介
延迟移植肾功能持续时间对死亡供体肾移植功能和存活的长期影响
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 6 个文件、合计 806.18 KB,主题涵盖 Kidney Transplantation、Delayed Graft Function、Graft Survival、Survival Analysis、Graft Rejection,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《Long-term effects of delayed graft function duration on function and survival of deceased donor kidney transplants》。配套论文《Long-term effects of delayed graft function duration on function and survival of deceased donor kidney transplants》发表于 Brazilian Journal of Nephrology(2019),DOI:10.1590/2175-8239-jbn-2018-0065。源站首次发布:2018-10-10。
【数据内容】
源站原始描述:Abstract Introduction: Delayed graft function (DGF) is a frequent complication after deceased donor kidney transplantation with an impact on the prognosis of the transplant. Despite this, long-term impact of DGF on graft function after deceased donor kidney transplantation has not been properly evaluated. Objective: The main objective of this study was to evaluate risk factors for DGF and the impact of its occurrence and length on graft survival and function. Methods: A retrospective cohort stud…
【数据结构与技术规格】
文件数 6 个,合计 806.18 KB。数据集 DOI:10.6084/m9.figshare.7185950.v1。
【主题与分类】
源站学科分类:Nephrology and Urology。主题标签:Kidney Transplantation、Delayed Graft Function、Graft Survival、Survival Analysis、Graft Rejection。
【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/Long-term_effects_of_delayed_graft_function_duration_on_function_and_survival_of_deceased_donor_kidney_transplants/7185950
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Helfer, Mateus Swarovsky; Pompeo, Jeferson de Castro; Costa, Otávio Roberto Silva; Vicari, Alessandra Rosa; Ribeiro, Adriana Reginato; Ceratti Manfro, Roberto (2018). Long-term effects of delayed graft function duration on function and survival of deceased donor kidney transplants. SciELO journals.…
【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:Long-term effects of delayed graft function duration on function and survival of deceased donor kidney transplants
- DOI:10.6084/m9.figshare.7185950.v1
- 发布日期:2018-10-10
- 文件数:6 个
- 文件总体积:806.18 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Long-term_effects_of_delayed_graft_function_duration_on_function_and_survival_of_deceased_donor_kidney_transplants/7185950
命令行下载
curl -L -o "2175-8239-jbn-2018-0065-gf01.jpg" "https://ndownloader.figshare.com/files/13226672"
curl -L -o "2175-8239-jbn-2018-0065-gf02.jpg" "https://ndownloader.figshare.com/files/13226675"
curl -L -o "2175-8239-jbn-2018-0065-gf03.jpg" "https://ndownloader.figshare.com/files/13226678"
curl -L -o "2175-8239-jbn-2018-0065-gf04.jpg" "https://ndownloader.figshare.com/files/13226681"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13226684"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/13226687"
文件清单
2175-8239-jbn-2018-0065-gf01.jpg(152.42 KB)2175-8239-jbn-2018-0065-gf02.jpg(190.50 KB)2175-8239-jbn-2018-0065-gf03.jpg(254.71 KB)2175-8239-jbn-2018-0065-gf04.jpg(189.10 KB)Table_1.xls(9.73 KB)Table_2.xls(9.73 KB)
文件总体积 806.18 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 Introduction: Delayed graft function (DGF) is a frequent complication after deceased donor kidney transplantation with an impact on the prognosis of the transplant. Despite this, long-term impact of DGF on graft function after deceased donor kidney transplantation has not been properly evaluated. Objective: The main objective of this study was to evaluate risk factors for DGF and the impact of its occurrence and length on graft survival and function. Methods: A retrospective cohort study was performed in 517 kidney transplant recipients who received a deceased donor organ between January 2008 and December 2013. Results: The incidence of DGF was 69.3% and it was independently associated with donor’‘s final serum creatinine and age, cold ischemia time, use of antibody induction therapy and recipient’'s diabetes mellitus. The occurrence of DGF was also associated with a higher incidence of Banff ≥ 1A grade acute rejection (P = 0.017), lower graft function up to six years after transplantation and lower death-censored graft survival at 1 and 5 years (P < 0.05). DGF period longer than 14 days was associated with higher incidence of death-censored graft loss (P = 0.038) and poorer graft function (P < 0.001). No differences were found in patient survival. Conclusions: The occurrence of DGF has a long-lasting detrimental impact on graft function and survival and this impact is even more pronounced when DGF lasts longer than two weeks.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.7185950.v1(source: https://scielo.figshare.com/articles/dataset/Long-term_effects_of_delayed_graft_function_duration_on_function_and_survival_of_deceased_donor_kidney_transplants/7185950)。
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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