基于ALBI评分的列线图预测经导管主动脉瓣植入术后30天死亡率数据集

数据集获取（Figshare）

• 源站标题：Predictive power of ALBI score-based nomogram for 30-day mortality following transcatheter aortic valve implantation
• DOI：10.6084/m9.figshare.28694400.v1
• 发布日期：2025-03-31
• 文件数：5 个
• 文件总体积：1.52 MB
• 源站页面：https://tandf.figshare.com/articles/dataset/Predictive_power_of_ALBI_score-based_nomogram_for_30-day_mortality_following_transcatheter_aortic_valve_implantation/28694400

命令行下载

curl -L -o "Figure S1.jpg" "https://ndownloader.figshare.com/files/53315424"
curl -L -o "Figure S2.jpg" "https://ndownloader.figshare.com/files/53315427"
curl -L -o "Figure S3.jpg" "https://ndownloader.figshare.com/files/53315430"
curl -L -o "suplementary table 1.docx" "https://ndownloader.figshare.com/files/53315433"
curl -L -o "suplementary table 2.docx" "https://ndownloader.figshare.com/files/53315436"

文件清单

• Figure S1.jpg（63.47 KB）
• Figure S2.jpg（90.16 KB）
• Figure S3.jpg（1.31 MB）
• suplementary table 1.docx（27.20 KB）
• suplementary table 2.docx（23.54 KB）

文件总体积 1.52 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

This retrospective, multi-center study evaluates the relationships between novel liver function scoring systems – Albumin-Bilirubin (ALBI) score, EZ-ALBI, PALBI, and MELD-XI – and outcomes in patients undergoing transcatheter aortic valve implantation (TAVI). Feature importance was assessed with SHAP-values via the XGBoost-algorithm.
The ALBI score exhibited the strongest association with 30-day mortality after TAVI (AUC = 0.723, p p = 0 p = 0 p p This study exhibits the significance of liver dysfunction with AS patients and suggests incorporating liver function parameters in pre-operative risk assessments for better clinical outcomes in TAVI procedures.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28694400.v1（source: https://tandf.figshare.com/articles/dataset/Predictive_power_of_ALBI_score-based_nomogram_for_30-day_mortality_following_transcatheter_aortic_valve_implantation/28694400）。