波士顿技术表现评分在发展中国家的翻译与验证

数据集获取（Figshare）

• 源站标题：Translation and Validation of the Boston Technical Performance Score in a Developing Country
• DOI：10.6084/m9.figshare.22132308.v1
• 发布日期：2023-02-21
• 文件数：10 个
• 文件总体积：67.05 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Translation_and_Validation_of_the_Boston_Technical_Performance_Score_in_a_Developing_Country/22132308

命令行下载

curl -L -o "5b6e8160c8aa4781b6616f952316ce14a249a571.tif" "https://ndownloader.figshare.com/files/39343530"
curl -L -o "8c9705e29d61595337240033365d1f4aaca2a416.png" "https://ndownloader.figshare.com/files/39343533"
curl -L -o "c49e6329bd0ab9f6f0957cadd62af338770d96a7.jpg" "https://ndownloader.figshare.com/files/39343536"
curl -L -o "2a6681cd72c8c21790cfcb45623dc2c6deff1b1d.tif" "https://ndownloader.figshare.com/files/39343539"
curl -L -o "6f98d1ca752300e0398499cbffed4bf2134ab94e.png" "https://ndownloader.figshare.com/files/39343542"
curl -L -o "386ec4025ebcd841765df57f38b436dd3414978f.jpg" "https://ndownloader.figshare.com/files/39343545"
curl -L -o "0d4632b60e4bf60175e595d436f839c7cf6aa17b.tif" "https://ndownloader.figshare.com/files/39343548"
curl -L -o "cfd3c0b1e8b2a22fff7f1faed4597bb310e64794.png" "https://ndownloader.figshare.com/files/39343554"

文件清单

• 5b6e8160c8aa4781b6616f952316ce14a249a571.tif（11.94 MB）
• 8c9705e29d61595337240033365d1f4aaca2a416.png（1.01 MB）
• c49e6329bd0ab9f6f0957cadd62af338770d96a7.jpg（11.47 KB）
• 2a6681cd72c8c21790cfcb45623dc2c6deff1b1d.tif（45.00 MB）
• 6f98d1ca752300e0398499cbffed4bf2134ab94e.png（879.52 KB）
• 386ec4025ebcd841765df57f38b436dd3414978f.jpg（3.15 KB）
• 0d4632b60e4bf60175e595d436f839c7cf6aa17b.tif（7.49 MB）
• cfd3c0b1e8b2a22fff7f1faed4597bb310e64794.png（702.23 KB）
• 7a5b7de129860fe6103154eb5ee7a59e88fdea70.jpg（5.23 KB）
• Table_1.xls（5.63 KB）

文件总体积 67.05 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 Introduction: The Technical Performance Score (TPS) was developed and subsequently refined at the Boston Children’'s Hospital. Our objective was to translate and validate its application in a developing country. Methods: The score was translated into the Portuguese language and approved by the TPS authors. Subsequently, we studied 1,030 surgeries from June 2018 to October 2020. TPS could not be assigned in 58 surgeries, and these were excluded. Surgical risk score was evaluated using Risk Adjustment in Congenital Heart Surgery (or RACHS-1). The impact of TPS on outcomes was studied using multivariable linear and logistic regression adjusting for important perioperative covariates. Results: Median age and weight were 2.2 (interquartile range [IQR] = 0.5-13) years and 10.8 (IQR = 5.6-40) kilograms, respectively. In-hospital mortality was 6.58% (n=64), and postoperative complications occurred in 19.7% (n=192) of the cases. TPS was categorized as 1 in 359 cases (37%), 2 in 464 (47.7%), and 3 in 149 (15.3%). Multivariable analysis identified TPS class 3 as a predictor of longer hospital stay (coefficient: 6.6; standard error: 2.2; P=0.003), higher number of complications (odds ratio [OR]: 1.84; 95% confidence interval [CI]: 1.1-3; P=0.01), and higher mortality (OR: 3.2; 95% CI: 1.4-7; P=0.004). Conclusion: TPS translated into the Portuguese language was validated and showed to be able to predict higher mortality, complication rate, and prolonged postoperative hospital stay in a high-volume Latin-American congenital heart surgery program. TPS is generalizable and can be used as an outcome assessment tool in resource diverse settings.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22132308.v1（source: https://scielo.figshare.com/articles/dataset/Translation_and_Validation_of_the_Boston_Technical_Performance_Score_in_a_Developing_Country/22132308）。