影响经皮肾镜取石术中透视时间的因素:肾收集系统中结石体积分布的影响

102例经皮肾镜取石术患者CT数据,通过3D分割分析肾结石体积分布与透视时间的关系。

Figshare
2019-11-01 更新
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医学影像FluoroscopyNephrolithotomyPercutaneousCakut [Supplementary Concept]
Factors affecting fluoroscopy time during percutaneous nephrolithotomy: Impact of stone volume distribution in renal collecting system

基本信息

模态
医学影像
大小
0.000608442 GB
许可
CC BY 4.0
创建/更新时间
2019-11-01
版本
v1

资源简介

影响经皮肾镜取石术中透视时间的因素:肾收集系统中结石体积分布的影响

【数据集背景】

本数据集源站标题为《Factors affecting fluoroscopy time during percutaneous nephrolithotomy: Impact of stone volume distribution in renal collecting system》。配套论文《Factors affecting fluoroscopy time during percutaneous nephrolithotomy: Impact of stone volume distribution in renal collecting system》发表于 International braz j urol(2019),DOI:10.1590/s1677-5538.ibju.2019.0111。源站首次发布:2019-12-25。

【数据内容】

源站原始描述:ABSTRACT Purpose: To identify the factors increased fluoroscopy time during percutaneous nephrolithotomy and investigate the relationship between the 3D segmentation volume ratio of stone to renal collecting system and fluoroscopy time. Materials and Methods: Data from 102 patients who underwent percutaneous nephrolithotomy were analyzed retrospectively. Volume segmentation of both the renal collecting system and stones were obtained from 3D segmentation software with the images on CT data. Anal…

【数据结构与技术规格】

文件数 5 个,合计 608.44 KB。数据集 DOI:10.6084/m9.figshare.11452485.v1。

【主题与分类】

源站学科分类:Nephrology and Urology。主题标签:Fluoroscopy、Nephrolithotomy, Percutaneous、Cakut [Supplementary Concept]。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://scielo.figshare.com/articles/dataset/Factors_affecting_fluoroscopy_time_during_percutaneous_nephrolithotomy_Impact_of_stone_volume_distribution_in_renal_collecting_system/11452485

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Özbir, Sait; Atalay, Hasan Anil; Canat, Halil Lütfi; Çulha, Mehmet Gökhan; Çakir, Süleyman Sami; Can, Osman; et al. (2019). Factors affecting fluoroscopy time during percutaneous nephrolithotomy: Impact of stone volume distribution in renal collecting system. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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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。

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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 "1677-6119-ibju-45-06-1153-gf01.jpg" "https://ndownloader.figshare.com/files/20434638"
curl -L -o "1677-6119-ibju-45-06-1153-gf02.jpg" "https://ndownloader.figshare.com/files/20434641"
curl -L -o "1677-6119-ibju-45-06-1153-gf03.jpg" "https://ndownloader.figshare.com/files/20434647"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/20434653"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/20434659"

文件清单

  • 1677-6119-ibju-45-06-1153-gf01.jpg(274.95 KB)
  • 1677-6119-ibju-45-06-1153-gf02.jpg(116.42 KB)
  • 1677-6119-ibju-45-06-1153-gf03.jpg(201.71 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(5.63 KB)

文件总体积 608.44 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 Purpose: To identify the factors increased fluoroscopy time during percutaneous nephrolithotomy and investigate the relationship between the 3D segmentation volume ratio of stone to renal collecting system and fluoroscopy time. Materials and Methods: Data from 102 patients who underwent percutaneous nephrolithotomy were analyzed retrospectively. Volume segmentation of both the renal collecting system and stones were obtained from 3D segmentation software with the images on CT data. Analyzed stone volume (ASV), renal collecting system volume (RCSV) measured and the ASV-to-RCSV ratio was calculated. Several parameters were evaluated for their predictive ability with regard to fluoroscopy time. Results: The stone-free rate was 55.9% after the percutaneous nephrolithotomy. Complications occurred in 31(30.4%) patients. The mean fluoroscopy time was 199.4±151.1 seconds. The fluoroscopy time was significantly associated with the ASV-to-RCSV ratio (p<0.001, r=0.614). The single tract was used in 77 (75.5%) cases while multiple tracts were used in 25 (24.5%) cases. Fluoroscopy time was significantly associated with multiple access (p<0.001, r=0.689). On univariate linear regression analysis, longer fluoroscopy time was related with increased stone size, increased stone volume, increased number of access, increased calyx number with stone, increased ASV-to-RCSV, increased operative time and decreased stone essence. On multivariate linear regression analysis, the number of access and the ASV-to-RCSV were independent predictors of fluoroscopy time during percutaneous nephrolithotomy. Conclusions: The distribution of the stone burden volume in the pelvicalyceal system is a significant predictor for prolonged fluoroscopy time during percutaneous nephrolithotomy. Measures to decrease FT could be beneficial in patients with a high ASV-to-RCSV ratio for precise preoperative planning.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11452485.v1(source: https://scielo.figshare.com/articles/dataset/Factors_affecting_fluoroscopy_time_during_percutaneous_nephrolithotomy_Impact_of_stone_volume_distribution_in_renal_collecting_system/11452485)。

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