超声引导下经皮肾活检回顾性分析数据集

数据集获取（Figshare）

• 源站标题：Ultrasound-guided percutaneous renal biopsy at a university hospital: retrospective analysis of success and complication rates
• DOI：10.6084/m9.figshare.19921283.v1
• 发布日期：2022-05-30
• 文件数：30 个
• 文件总体积：181.17 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Ultrasound-guided_percutaneous_renal_biopsy_at_a_university_hospital_retrospective_analysis_of_success_and_complication_rates/19921283

命令行下载

curl -L -o "921ec6d36e8f64d9f74488ffafb874682cc4afaf.tif" "https://ndownloader.figshare.com/files/35400479"
curl -L -o "711cccbb8e340beab12e4beeac83a33be8f0898b.png" "https://ndownloader.figshare.com/files/35400482"
curl -L -o "cf9e8fc50af792fdbc70d3ef06665abb58c45752.jpg" "https://ndownloader.figshare.com/files/35400485"
curl -L -o "2b9cdb1addc5ce76facdc955912233a9aa628660.tif" "https://ndownloader.figshare.com/files/35400488"
curl -L -o "eed10cfa032c2e2bfbbace2f338b5c6689bcaffb.png" "https://ndownloader.figshare.com/files/35400491"
curl -L -o "66181e0cc3a725b090c58d95f908700875c6f53d.jpg" "https://ndownloader.figshare.com/files/35400494"
curl -L -o "fb4706bd987f15543a189046d05504b687b49ec6.tif" "https://ndownloader.figshare.com/files/35400497"
curl -L -o "9e2d1a33afdb030e202c79ada416690f738e7530.png" "https://ndownloader.figshare.com/files/35400500"

文件清单

• 921ec6d36e8f64d9f74488ffafb874682cc4afaf.tif（16.61 MB）
• 711cccbb8e340beab12e4beeac83a33be8f0898b.png（4.39 MB）
• cf9e8fc50af792fdbc70d3ef06665abb58c45752.jpg（7.07 KB）
• 2b9cdb1addc5ce76facdc955912233a9aa628660.tif（12.26 MB）
• eed10cfa032c2e2bfbbace2f338b5c6689bcaffb.png（3.62 MB）
• 66181e0cc3a725b090c58d95f908700875c6f53d.jpg（9.08 KB）
• fb4706bd987f15543a189046d05504b687b49ec6.tif（16.37 MB）
• 9e2d1a33afdb030e202c79ada416690f738e7530.png（1.13 MB）
• 6c5eee4b89744a478f35c49ae71c64490f799928.jpg（5.16 KB）
• 1207f21f70eeaf2fe010db2a8462d64972c663c6.tif（13.65 MB）
• 86e028a558d002e5338065a6b99caee9594d3dd9.png（3.63 MB）
• 52d81fb340084dad5cabdc61b7d79ece0fe6da82.jpg（7.30 KB）
• 4db3337f9c4b12344106f11046329f948a9498cd.tif（13.94 MB）
• e5ac7fb5e0a66067dadf95653b013e665ee869a8.png（5.11 MB）
• 298c76da7424d3b3e5917af3b72506b0eaf97f80.jpg（6.51 KB）
• 54cc0370d02dda7f2b1a37a5b849f00e15663d77.tif（16.75 MB）
• 33a19adb97a642c9bb40c1b8f89b8a09e0d77aea.png（4.40 MB）
• 35c1ff258220f071d5484ec05da27194ba3b335c.jpg（6.91 KB）
• 6b64636f5b421104f04760384db7ee7517504af7.tif（12.31 MB）
• d338a26267826fd91c7767695a3f7c27fd5667f0.png（3.63 MB）

文件总体积 181.17 MB（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 Objective: To evaluate the success and complication rates of ultrasound-guided renal biopsy at a tertiary care hospital. Materials and Methods: This was a retrospective analysis of 97 ultrasound-guided renal biopsies, all performed by the same radiologist, between 1 March, 2017 and 31 October, 2019. Results: Of the 97 biopsies evaluated, 87 had a definitive pathological diagnosis. In five cases (5.4%), the biopsy results were inconclusive and a second procedure was required. In seven procedures (7.6%), there were complications, all of which were properly resolved. Conclusion: Ultrasound-guided renal biopsy has proven to be a safe, effective method for the diagnosis of nephropathies, with high success rates.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19921283.v1（source: https://scielo.figshare.com/articles/dataset/Ultrasound-guided_percutaneous_renal_biopsy_at_a_university_hospital_retrospective_analysis_of_success_and_complication_rates/19921283）。