THORACOLUMBAR FUSION IN THE UNIFIED HEALTH SYSTEM: PRE-COVID-19 TEMPORAL

数据集获取（Figshare）

• 源站标题：THORACOLUMBAR FUSION IN THE UNIFIED HEALTH SYSTEM: PRE-COVID-19 TEMPORAL
• DOI：10.6084/m9.figshare.20382329.v1
• 发布日期：2022-07-27
• 文件数：21 个
• 文件总体积：7.43 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/THORACOLUMBAR_FUSION_IN_THE_UNIFIED_HEALTH_SYSTEM_PRE-COVID-19_TEMPORAL/20382329

命令行下载

curl -L -o "f12f6546de13864b95a50e6f087b57ab89f08090.tif" "https://ndownloader.figshare.com/files/36430697"
curl -L -o "b96e592e2679b76a349d9445acf60bfb4700875f.png" "https://ndownloader.figshare.com/files/36430700"
curl -L -o "4a0f9f5f1362253e0fe99d241fafe8782a593683.jpg" "https://ndownloader.figshare.com/files/36430703"
curl -L -o "f45d6bfc8e68d964be0da6cf5f99a17bf1577c7d.tif" "https://ndownloader.figshare.com/files/36430706"
curl -L -o "c6726ea62a1fd6dad4438baf20b7243bbbe4413e.png" "https://ndownloader.figshare.com/files/36430709"
curl -L -o "ad8f8b5429bd962a6a650e0e37762696bcf2e02b.jpg" "https://ndownloader.figshare.com/files/36430712"
curl -L -o "f90a0096edfa73ce6f6431b85e5d1bc3c4f99fbe.tif" "https://ndownloader.figshare.com/files/36430715"
curl -L -o "4d838f6df8bc7762e2e4aab1728319a119e68070.png" "https://ndownloader.figshare.com/files/36430718"

文件清单

• f12f6546de13864b95a50e6f087b57ab89f08090.tif（2.03 MB）
• b96e592e2679b76a349d9445acf60bfb4700875f.png（119.78 KB）
• 4a0f9f5f1362253e0fe99d241fafe8782a593683.jpg（4.74 KB）
• f45d6bfc8e68d964be0da6cf5f99a17bf1577c7d.tif（1.80 MB）
• c6726ea62a1fd6dad4438baf20b7243bbbe4413e.png（106.14 KB）
• ad8f8b5429bd962a6a650e0e37762696bcf2e02b.jpg（5.39 KB）
• f90a0096edfa73ce6f6431b85e5d1bc3c4f99fbe.tif（612.28 KB）
• 4d838f6df8bc7762e2e4aab1728319a119e68070.png（43.76 KB）
• a7554aae3b469d97dab898011b4da3cd82aacc08.jpg（4.87 KB）
• d5f2dce96dfdbaee987db0c0e2d8a970f7b31bc5.tif（613.29 KB）
• b44c7bc8d0b6c2987eb80fd7a6f3ad065d135e9e.png（43.11 KB）
• 990e4c766f61070424502adfe614d7dba9d555e2.jpg（4.79 KB）
• b90d4ad6c14e35415b3b89024299f3d2336dbdef.tif（626.38 KB）
• 93641306d66d4746ec5d90f9b94cf2181c54cf43.png（42.25 KB）
• 68d895009bfe215c24796a10c8cc5a352fd72c37.jpg（4.67 KB）
• 51f02b677f7c6aac804a8ea980f879f1518cd959.tif（609.62 KB）
• 1c85d1b6579527d14afe4258b4973d2fdc9341a2.png（41.08 KB）
• 7719a30f31c25b10c928e4129cacd0dae43c1bd2.jpg（4.77 KB）
• a7b11d5dc3a0dc39ba35aca3fabd886c0dca133c.tif（626.16 KB）
• c3879700f9a77af794b15c8e1641c92e1dc7a5ae.png（89.31 KB）

文件总体积 7.43 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 temporal trends of thoracolumbar fusion procedures performed by the United Health System in Brazil from 2009 to 2019. Methods: This was an observational ecological study based on data collected from the information systems under the aegis of DATASUS, especially the Hospital Information System, which manages the Hospital Admission Authorizations (Autorizações de Internação Hospitalar - AIHs). All patients who had undergone the procedures of interest, that is, elective and emergency short and long thoracolumbar arthrodeses, were included. The temporal trends of the procedures performed in Brazil and in its five regions were calculated using polynomial regression. Results: The temporal trend of elective thoracolumbar arthrodesis decreased, while that of emergency arthrodesis increased, with the peak in 2015, followed by a marked decline. Short fusions were more frequent in both elective and emergency modalities, and the South and Central-West Regions had the highest indices of procedures per million inhabitants during the entire 2009 to 2019 period. Conclusions: The temporal trends of thoracolumbar fusions performed by SUS have decreased over the last decade, a phenomenon which may be explained by the growing criticism of indications of the procedure in the current literature. Level of evidence III; Retrospective Comparative Study.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20382329.v1（source: https://scielo.figshare.com/articles/dataset/THORACOLUMBAR_FUSION_IN_THE_UNIFIED_HEALTH_SYSTEM_PRE-COVID-19_TEMPORAL/20382329）。